CN101496110A - Distortion estimation and cancellation in memory devices - Google Patents

Abstract

A method for operating a memory (28) includes storing data in a group of analog memory cells (32) of the memory as respective first voltage levels. After storing the data, second voltage levels are read from the respective analog memory cells. The second voltage levels are affected by cross-coupling interference causing the second voltage levels to differ from the respective first voltage levels. Cross-coupling coefficients, which quantify the cross-coupling interference among the analog memory cells, are estimated by processing the second voltage levels. The data stored in the group of analog memory cells is reconstructed from the read second voltage levels using the estimated cross-coupling coefficients.

Description

Distortion in the memory device is estimated and is eliminated

The cross reference of related application

The application requires to enjoy the rights and interests of following patented claim: the U.S. Provisional Patent Application 60/747 that is filed on May 12nd, 2006,106, be filed in the U.S. Provisional Patent Application 60/867 on November 28th, 2006,399, be filed in the U.S. Provisional Patent Application 60/806 on July 4th, 2006,533, be filed in the U.S. Provisional Patent Application 60/827 on September 27th, 2006,067, be filed in the U.S. Provisional Patent Application 60/885 on January 16th, 2007,024 and be filed in the U.S. Provisional Patent Application 60/886 on January 24th, 2007,429, the disclosure of above-mentioned application is all included in herein to quote mode at this.

Technical field

The application relates generally to memory device, is specifically related to be used for the method and system that the distortion of memory device is estimated and compensated.

Background technology

Multiple memory device, for example flash memory and dynamic RAM (DRAM) use the analog memory cell array to store data.For example, in April, 2003 in " Introduction to FlashMemory " that I EEE journal 91 volume the 4th phase 489-502 page or leaf is delivered by people such as Bez, flash memory device has been described, the document is all included this paper in to quote mode herein.

In this type of memory device, each analog memory cell generally includes a transistor, and this transistor has kept the electric charge of some, and described electric charge represents to be stored in the information in the described storage unit.Write " threshold voltage " of the described storage unit of charge affects of a particular memory location, also, need apply voltage to storage unit so that the electric current of described storage unit conduction some.

Some memory devices are commonly referred to " single layer cell " (SLC) equipment, store single bit of information in each storage unit.Usually, the scope of the possible threshold voltage of described storage unit is divided into two zones.The magnitude of voltage that falls into a zone in these two zones is represented bit value " 0 ", and belongs to another regional magnitude of voltage representative " 1 ".More highdensity equipment is commonly referred to " multilevel-cell " (MLC) equipment, two or more bits of each cell stores.In multilevel-cell, the scope of threshold voltage is divided into more than two zones, and wherein each Regional Representative is more than a bit.

For example, " the MultilevelFlash Cells and their Trade-Offs " that delivers by people such as Eitan on the 169-172 page or leaf on the journal of the international electron device conferences of holding in the New York, New York of IEEE in 1996 (IEDM), described multilayer flash cell and equipment, the document is all included this paper at this in to quote mode.The document compares several multilayer flash cells, for example type, DINOR type, AND type, NOR type and NAND type storage unit altogether.

The solid-state devices that people such as Eitan held in the Tokyo on September 21st to 24,1999 and the journal of material international conference (SSDM) the 522nd to 524 page deliver " Can NROM; a2-bit; Trapping Storage NVM Cell; Give a Real Challenge toFloating Gate Cells? " another kind of analog memory cell has been described, be called nitride ROM (NROM), the document is included this paper at this in to quote mode.3～7 February in 2002 in " A 512MbNROM Flash Data Storage Memory with 8MB/s Data Rate " that the 100-101 page or leaf of the journal of the international solid electronic device association of IEEE that the California, USA city of san francisco is held (ISSCC 2002) is delivered by people such as Maayan, described the NROM storage unit, it includes this paper in to quote mode herein.

Other exemplary types of analog memory cell are ferroelectric RAM (FRAM) unit, magnetic RAM (MRAM) unit, charge-trapping flash memory (CTF) and phase transformation RAM (PRAM is also referred to as phase transition storage PCM) unit.For example, in " the Future Memory Technologyincluding Emerging New Memories " that deliver by Kim and Koh on (MIEL) journal first volume 377-384 of the international association of the 24th the microelectronics page or leaf that 16 to 19 May in 2004, the Nis at Studenica Monastery held, described FRAM, MRAM and PRAM unit, it all includes this paper in to quote mode herein.

Read the threshold voltage distortion sometimes of self simulation storage unit.This distortion has various reason, for example be coupled from the electric field of consecutive storage unit, by array in memory access operation on other storage unit and the interference noise and because the threshold voltage drift that ageing equipment causes that cause.Some common distortion mechanism are described in the article of above being quoted by people such as Bez.Among " the Effects of Floating Gate Interference on NAND FlashMemory Cell Operation " that on the I EEE in May, 2002 electron device wall bulletin (23:5) 264-266 page or leaf, delivers, people such as Lee have also described in distortion effect, and it all includes this paper in to quote mode herein.

United States Patent (USP) 5,867,429, a kind of method that the electric field that is coupled between the floating grid of the read-only storage of high-density flash electro-erasable programmable (EEPROM) cell array is compensated of being used for has been described, its disclosure is all included this paper at this in to quote mode.According to disclosed method, be to compensate with the state of the storage unit of the storage unit field that just is being read coupling by at first reading all to reading of a storage unit.Then will with the state or the relevant number of floating grid voltage of the storage unit of each coupling, multiply by the coupling ratio between the storage unit.Breakpoint level between each state of each storage unit is to have compensated coupling by one to adjust from the amount of the voltage of consecutive storage unit.

Summary of the invention

Embodiment of the present invention provide a kind of method that is used for operational store, comprising:

Data are stored in one group of analog memory cell of described storer as corresponding first voltage level, and described first voltage level is selected from the set of possible values;

After the described data of storage, read corresponding second voltage level from described analog memory cell, this second voltage level is subjected to the influence that cross-couplings is disturbed, and this cross-couplings is disturbed and caused described second voltage level to be different from corresponding first voltage level;

Handle described second voltage level to obtain corresponding hard decision, each hard decision is all corresponding to the analog value in the possible values of described first voltage level;

Estimate cross-coupling coefficient based on described second voltage level and corresponding hard decision, the cross-couplings that this cross-coupling coefficient quantizes between the described analog memory cell is disturbed; And

Use estimated cross-coupling coefficient, be stored in data this group analog memory cell from the second voltage level reconstruct of being read.

In some embodiments, estimating that cross-coupling coefficient comprises uses the piece estimation procedure to handle described second voltage level and corresponding hard decision.Alternatively, estimate that cross-coupling coefficient comprises that use converges to the sequence estimation process of described cross-coupling coefficient with described second voltage level of P-SCAN and corresponding hard decision.Estimate that cross-coupling coefficient can comprise the estimation procedure of minimizing of employing at described second voltage level that reads and the distance metric between the corresponding hard decision.

In one embodiment, described method comprises that not only based on reading from second voltage level of first analog memory cell but also based on second voltage level that reads from second analog memory cell, estimation is disturbed by the cross-couplings at described second analog memory cell that described first analog memory cell causes in described storer.

In another embodiment, reconstruct data comprises that using one of following process that described cross-couplings is disturbed removes from described second voltage level, described process is: linear equalization process, decision feedback equalization (DFE) process, maximum a posteriori (MAP) estimation procedure and maximum-likelihood sequence estimation (MLSE) process.In another embodiment, estimate described cross-coupling coefficient in the processing stage of estimating that cross-coupling coefficient and reconstruct data are included in first, and eliminate estimated cross-couplings interference in described second first processing stage processing stage follow-up.In another embodiment, estimate that cross-coupling coefficient and reconstruct data comprise estimated cross-coupling coefficient is used for described follow-up situation second processing stage, and and if only if just repeat when failing the described data of reconstruct described first the processing stage.

In a disclosed embodiment, the storage data comprise uses error correcting code (ECC) the described data of encoding, and reconstruct data comprises based on estimated cross-coupling coefficient computing error correction tolerance and uses the described ECC of described error correction tolerance decoding.

According to one embodiment of the invention, a kind of method that is used for operational store also is provided, comprising:

Data are stored in the analog memory cell of described storer as corresponding first voltage level, and the subclass of wherein said analog memory cell has related distortion;

After the described data of storage, the one or more analog memory cells from described subclass read corresponding second voltage level, and this second voltage level is described first voltage level owing to described related distortion is different from;

Second voltage level from described one or more analog memory cells is read in processing, so that estimate the corresponding degree of distortion (distortion level) in described second voltage level;

Other analog memory cells from described subclass read one second voltage level;

Based on the corresponding degree of distortion of the one or more analog memory cells in the estimated described subclass, the degree of distortion in second voltage level of described other analog memory cells is read in prediction;

Use the degree of distortion of prediction, second voltage level of described other analog memory cells is taken from proof reading; And

Based on second voltage level of being proofreaied and correct, the data that reconstruct is stored in described other analog memory cells.

In some embodiments, the subclass of storage unit comprises at least one the subclass type that is selected from following one group of subclass type: be positioned at storage unit on the common bit lines, be positioned at storage unit on the common word line, have the storage unit of omnibus circuit and the approaching storage unit in position each other.

In one embodiment, handle second voltage level and comprise the only single value of buffer memory, the degree of distortion of second voltage level that reads in one or more analog memory cells of this value indication from described subclass, and wherein the predicted distortion degree comprises the degree of distortion of calculating prediction based on the described single value of buffer memory.In another embodiment, predicted distortion comprises that tracking is total distortion parameter for the subclass of described analog memory cell, and described distortion parameter is stored in the data structure.

According to one embodiment of the invention, a kind of method that is used for operational store also is provided, comprising:

Be stored in data in one group of analog memory cell of described storer as corresponding first voltage level;

Carry out memory access operations on first analog memory cell in described storer;

In response to the memory access operations of carrying out, second analog memory cell from described storer reads second voltage level;

Handle described second voltage level, thereby estimate the disturbance level (level of disturbance) in described second voltage level, this disturbance level is caused by the memory access operations of carrying out on described first analog memory cell;

Use estimated disturbance level, proofread and correct described second voltage level; And

Based on second voltage level of being proofreaied and correct, the data that reconstruct is stored in described second analog memory cell.

In some embodiments, memory access operations comprises at least a operation that is selected from following one group of operation: programming operation, read operation and erase operation.Handle and proofread and correct second voltage level and can comprise estimated disturbance level and predefine level are made comparisons, and if only if estimated disturbance level is just proofreaied and correct described second voltage level during above described predefine level.In one embodiment, proofread and correct second voltage level and comprise the data reprogramming of storing in described second analog memory cell.In another embodiment, proofread and correct second voltage level and comprise that the data that will be stored in described second analog memory cell copy in other analog memory cells that are different from described second analog memory cell.Alternatively, proofread and correct second voltage level and can comprise that increase is used for first voltage level of data storage at described second analog memory cell.Can during the idle period of described data not being done storage and reading, carry out processing to second voltage level.

In a disclosed embodiment, read second voltage level and comprise from corresponding a plurality of second analog memory cells and read a plurality of second voltage levels, and handle that second voltage level comprises a plurality of because memory access operations and assess to second analog memory cell of program level from wiping level conversion.In another embodiment, the storage data comprise described data are stored in a plurality of groups of described analog memory cell in proper order, read second voltage level and comprise with backward and read a plurality of groups of described analog memory cell, and handle second voltage level comprises that estimation causes described first analog memory cell in response to second voltage of the analog memory cell in described group that read before described first analog memory cell disturbance level.

According to one embodiment of the invention, a kind of method that is used for operational store also is provided, comprising:

Be stored in data in one group of analog memory cell of described storer as corresponding first voltage level;

After the described data of storage, read corresponding second voltage level from described analog memory cell, at least some in described second voltage level are different from corresponding first voltage level;

Identification causes potentially at the subclass that reads from the analog memory cell of the distortion of second voltage level of target simulation storage unit;

Be stored in corresponding time in the described analog memory cell and data based on data and be stored in relation between time in the described target simulation storage unit, the analog memory cell in the described subclass is divided into a plurality of classes;

Estimate the corresponding distortion that caused at second voltage level in the described target simulation storage unit by the analog memory cell in such for each of described class;

Use to be each the estimated corresponding distortion in the one or more classes in the described class, second voltage level of described target simulation storage unit is taken from proof reading; And

Based on second voltage level of being proofreaied and correct, the data that reconstruct is stored in described target simulation storage unit.

In some embodiments, storage data and read second voltage level and comprise application programming and checking (P﹠amp; V) process.In one embodiment, the classification analog memory cell comprises the ratio described target simulation storage unit more new near-earth of identification in the described subclass with data storage analog memory cell therein, and wherein proofreaies and correct second voltage level and comprise based on the distortion in the analog memory cell of being discerned only and come proof reading to take from second voltage level of described target simulation storage unit.In a substituting embodiment, the classification analog memory cell comprises: the definition first kind, and it is included in the more new near-earth of the described target simulation storage unit of ratio in the described subclass with data storage analog memory cell therein; Second class, it is included in the described target simulation storage unit of ratio in the described subclass earlier with data storage analog memory cell therein; With the 3rd class, its be included in the described subclass with described target simulation storage unit concomitantly with data storage analog memory cell therein.

In another embodiment, reading second voltage level, distortion estimator and correction second voltage level comprises, read second voltage level with first resolution processes from described target simulation storage unit, and to read second voltage level of the analog memory cell in described subclass than more coarse second resolution processes of described first resolution.In another embodiment, the storage data comprise the time mark when the described data of storage are stored in described analog memory cell, and the classification analog memory cell comprises the mark that inquiry is stored.In another embodiment, distortion estimator comprises in response at least one parameter that is selected from following one group of parameter and comes the distortion estimator degree that described parameter comprises: the programming number of times of described analog memory cell, be stored in the data in the described analog memory cell, described analog memory cell with respect to the position of described target simulation storage unit and the number of times of the nearest elapsed programming-erase cycles of described Destination Storage Unit.

According to one embodiment of the invention, a kind of method that is used for operational store also is provided, comprising:

Acceptance is used for being stored in the data of described storer;

Determine corresponding first voltage level, be used for one group of analog memory cell programming, thereby make the analog value of physical quantity of the described data of described analog memory cell storage representation described storer;

Use first voltage level of determining that the analog memory cell in described group is programmed;

After to the programming of described analog memory cell, read second voltage level and from the described second voltage level reconstruct data from corresponding analog memory cell.

In some embodiments, determine that first voltage level comprises when with described data storage in the target simulation storage unit time, to estimating, and proofread and correct first voltage level that is used for described target simulation storage unit programming in advance in response to estimated distortion by the distortion that value caused that is stored in the physical quantity in one or more other analog memory cells at the value that is stored in the physical quantity in the described target simulation storage unit.In another embodiment, reconstruct data comprises: when reading described second voltage level, based on second voltage level that is read to estimating by the distortion that value caused that is stored in the physical quantity in one or more other analog memory cells at the value that is stored in the physical quantity in the target simulation storage unit; Use estimated distortion correction to read second voltage level from described target simulation storage unit; And be stored in data in the described target simulation storage unit based on the second voltage level reconstruct of being proofreaied and correct.

The programming analog memory cell can comprise first voltage level that checking has been programmed.In some embodiments, physical quantity comprises electric charge.

According to one embodiment of the invention, a kind of method that is used for operational store also is provided, comprising:

Be stored in data in one group of analog memory cell of described storer as corresponding first voltage level;

After the described data of storage, the analog memory cell from described group reads second voltage level, and at least some in described second voltage level are different from corresponding first voltage level;

Estimate to read the degree of distortion in second voltage level in described analog memory cell; And

When estimated degree of distortion has been violated predetermined distortion criterion, described data are reprogrammed in the analog memory cell of described storer.

In some embodiments, Yu Ding distortion criterion comprises the thresholding of the degree of distortion of a definition largest tolerable.

According to one embodiment of the invention, a kind of method that is used for operational store also is provided, comprising:

Be stored in data in one group of analog memory cell of described storer as corresponding first voltage level;

After the described data of storage, read corresponding second voltage level from described analog memory cell, at least some in described second voltage level are different from corresponding first voltage level;

Identification causes potentially at the subclass that reads from the analog memory cell of the distortion of second voltage level of target simulation storage unit;

First instantaneous second instantaneous poor between second degree of distortion of described target simulation storage unit that causes by the analog memory cell in described subclass that is read at first degree of distortion of described target simulation storage unit and described target simulation storage unit that causes by the analog memory cell in described subclass that estimation is programmed in described target simulation storage unit; And

It is estimated poor to use, and second voltage level of described target simulation storage unit is taken from proof reading.

According to one embodiment of the invention, a kind of method that is used for operational store also is provided, comprising:

Be stored in data in one group of analog memory cell of described storer as corresponding first voltage level;

After the described data of storage, read corresponding second voltage level from described analog memory cell, this second voltage level is subjected to the influence that cross-couplings is disturbed, and this cross-couplings is disturbed and caused described second voltage level to be different from corresponding first voltage level;

Estimate cross-coupling coefficient, it disturbs quantification by handling described second voltage level with the cross-couplings between the described analog memory cell; And

Use estimated cross-coupling coefficient, be stored in data this group analog memory cell from the second voltage level reconstruct of being read.

In some embodiments, not only based on reading from second voltage level of first analog memory cell but also based on second voltage level that reads from second analog memory cell, assessment was disturbed at the cross-couplings that second analog memory cell in the storer causes by first analog memory cell.

According to one embodiment of the invention, a kind of data storage device also is provided, comprising:

Interface, its functionally with the memory communication that comprises a plurality of analog memory cells; And

Memory signals processor (MSP), it is coupled to described interface and is arranged to: corresponding first voltage level of data as the set that is selected from possible values is stored in one group of analog memory cell; After the described data of storage, read corresponding second voltage level from described analog memory cell, this second voltage level is subjected to the influence that cross-couplings is disturbed, and this cross-couplings is disturbed and caused described second voltage level to be different from corresponding first voltage level; Handle described second voltage level to obtain corresponding hard decision, each hard decision is all corresponding to the analog value in the possible values of described first voltage level; Estimate cross-coupling coefficient based on described second voltage level and corresponding hard decision, the cross-couplings that this cross-coupling coefficient quantizes between the described analog memory cell is disturbed; And use estimated cross-coupling coefficient, be stored in data this group analog memory cell from the described second voltage level reconstruct.

According to one embodiment of the invention, a kind of data storage device also is provided, comprising:

Interface, its functionally with the memory communication that comprises a plurality of analog memory cells, the subclass of the analog memory cell of described storer has related distortion; And

Memory signals processor (MSP), it is coupled to described interface and is arranged to: data are stored in the described analog memory cell as corresponding first voltage level; After the described data of storage, the one or more analog memory cells from described subclass read corresponding second voltage level, and this second voltage level is described first voltage level owing to described related distortion is different from; Second voltage level from described one or more analog memory cells is read in processing, so that estimate the corresponding degree of distortion in described second voltage level; Other analog memory cells from described subclass read one second voltage level; Based on the corresponding degree of distortion of the one or more analog memory cells in the estimated described subclass, the degree of distortion in second voltage level of described other analog memory cells is read in prediction; Use the degree of distortion of prediction, second voltage level of described other analog memory cells is taken from proof reading; And based on second voltage level of being proofreaied and correct, the data that reconstruct is stored in described other analog memory cells.

According to one embodiment of the invention, a kind of data storage device also is provided, comprising:

Interface, its functionally with the memory communication that comprises a plurality of analog memory cells; And

Memory signals processor (MSP), it is coupled to described interface and is arranged to: data are stored in one group of analog memory cell as corresponding first voltage level; Carry out memory access operations on first analog memory cell in described storer; In response to the memory access operations of carrying out, second analog memory cell from described storer reads second voltage level; Handle described second voltage level, thereby estimate the disturbance level in described second voltage level, this disturbance level is caused by the memory access operations of carrying out on described first analog memory cell; Use estimated disturbance level, proofread and correct described second voltage level; And based on second voltage level of being proofreaied and correct, the data that reconstruct is stored in described second analog memory cell.

According to one embodiment of the invention, a kind of data storage device also is provided, comprising:

Interface, its functionally with the memory communication that comprises a plurality of analog memory cells; And

Memory signals processor (MSP), it is coupled to described interface and is arranged to: data are stored in one group of analog memory cell as corresponding first voltage level; After the described data of storage, read corresponding second voltage level from described analog memory cell, at least some in described second voltage level are different from corresponding first voltage level; Identification causes potentially at the subclass that reads from the analog memory cell of the distortion of second voltage level of target simulation storage unit; Be stored in corresponding time in the described analog memory cell and data based on data and be stored in relation between time in the described target simulation storage unit, the analog memory cell in the described subclass is divided into a plurality of classes; Estimate the corresponding distortion that caused at second voltage level in the described target simulation storage unit by the analog memory cell in such for each of described class; Use to be each the estimated corresponding distortion in the one or more classes in the described class, second voltage level of described target simulation storage unit is taken from proof reading; And based on second voltage level of being proofreaied and correct, the data that reconstruct is stored in described target simulation storage unit.

According to one embodiment of the invention, a kind of data storage device also is provided, comprising:

Interface, its functionally with the memory communication that comprises a plurality of analog memory cells; And

Memory signals processor (MSP), it is coupled to described interface and is arranged to: the data of accepting to be used for being stored in described storer; Determine corresponding first voltage level, be used for, thereby make the analog value of physical quantity of the described data of described analog memory cell storage representation the programming of one group of analog memory cell; Use described first voltage level that the analog memory cell in described group is programmed; After to described analog memory cell programming, read second voltage level from corresponding analog memory cell; And from the described second voltage level reconstruct data.

According to one embodiment of the invention, a kind of data storage device also is provided, comprising:

Interface, its functionally with the memory communication that comprises a plurality of analog memory cells; And

Memory signals processor (MSP), it is coupled to described interface and is arranged to: data are stored in one group of analog memory cell as corresponding first voltage level; After the described data of storage, the analog memory cell from described group reads second voltage level, and at least some in described second voltage level are different from corresponding first voltage level; Estimate to read the degree of distortion in second voltage level in described analog memory cell; And when estimated degree of distortion has been violated predetermined distortion criterion, described data are reprogrammed in the analog memory cell in described group.

According to one embodiment of the invention, a kind of data storage device also is provided, comprising:

Interface, its functionally with the memory communication that comprises a plurality of analog memory cells; And

Memory signals processor (MSP), it is coupled to described interface and is arranged to: be stored in data in one group of analog memory cell of described storer as corresponding first voltage level; After the described data of storage, read corresponding second voltage level from described analog memory cell, at least some in described second voltage level are different from corresponding first voltage level; Identification causes potentially at the subclass that reads from the analog memory cell of the distortion of second voltage level of target simulation storage unit; First instantaneous second instantaneous poor between second degree of distortion of described target simulation storage unit that causes by the analog memory cell in described subclass that is read at first degree of distortion of described target simulation storage unit and described target simulation storage unit that causes by the analog memory cell in described subclass that estimation is programmed in described target simulation storage unit; And using estimated poorly, second voltage level of described target simulation storage unit is taken from proof reading.

According to one embodiment of the invention, a kind of data storage device also is provided, comprising:

Interface, its functionally with the memory communication that comprises a plurality of analog memory cells; And

Memory signals processor (MSP), it is coupled to described interface and is arranged to: be stored in data in one group of analog memory cell of described storer as corresponding first voltage level; After the described data of storage, read corresponding second voltage level from described analog memory cell, this second voltage level is subjected to the influence that cross-couplings is disturbed, and this cross-couplings is disturbed and caused described second voltage level to be different from corresponding first voltage level; Estimate cross-coupling coefficient, it disturbs quantification by handling described second voltage level with the cross-couplings between the described analog memory cell; And use estimated cross-coupling coefficient, be stored in data this group analog memory cell from the second voltage level reconstruct of being read.

According to one embodiment of the invention, a kind of data storage device also is provided, comprising:

Storer, it comprises a plurality of analog memory cells; And

Memory signals processor (MSP), it is coupled to described storer and is arranged to: corresponding first voltage level of data as the set that is selected from possible values is stored in one group of analog memory cell; After the described data of storage, read corresponding second voltage level from described analog memory cell, this second voltage level is subjected to the influence that cross-couplings is disturbed, and this cross-couplings is disturbed and caused described second voltage level to be different from corresponding first voltage level; Handle described second voltage level to obtain corresponding hard decision, each hard decision is all corresponding to the analog value in the possible values of described first voltage level; Estimate cross-coupling coefficient, it is based on described second voltage level and corresponding hard decision, and interference quantizes to the cross-couplings between the described analog memory cell; And use described cross-coupling coefficient, be stored in data this group analog memory cell from the described second voltage level reconstruct.

According to one embodiment of the invention, a kind of data storage device also is provided, comprising:

Storer, it comprises a plurality of analog memory cells, and the subclass of wherein said storage unit has related distortion; And

Memory signals processor (MSP), it is coupled to described storer and is arranged to: data are stored in one group of analog memory cell as corresponding first voltage level; After the described data of storage, the one or more analog memory cells from row of array read corresponding second voltage level, and this second voltage level is described first voltage level owing to distortion is different from; Second voltage level from described one or more analog memory cells is read in processing, so that estimate the corresponding degree of distortion in described second voltage level; Other analog memory cells from described row read one second voltage level; Based on the corresponding degree of distortion of the one or more analog memory cells in the estimated described row, the degree of distortion in second voltage level of described other analog memory cells is read in prediction; Use the degree of distortion of being predicted, second voltage level of described other analog memory cells is taken from proof reading; And based on second voltage level of being proofreaied and correct, the data that reconstruct is stored in described other analog memory cells.

According to one embodiment of the invention, a kind of data storage device also is provided, comprising:

Storer, it comprises a plurality of analog memory cells; And

Memory signals processor (MSP), it is coupled to described storer and is arranged to: data are stored in one group of analog memory cell as corresponding first voltage level; Carry out memory access operations on first analog memory cell in described storer; In response to the memory access operations of carrying out, second analog memory cell from described storer reads second voltage level; Handle described second voltage level, thereby estimate the disturbance level in described second voltage level, this disturbance level is caused by the memory access operations of carrying out on described first analog memory cell; Use estimated disturbance level, proofread and correct described second voltage level; And based on second voltage level of being proofreaied and correct, the data that reconstruct is stored in described second analog memory cell.

According to one embodiment of the invention, a kind of data storage device also is provided, comprising:

Storer, it comprises a plurality of analog memory cells; And

Memory signals processor (MSP), it is coupled to described storer and is arranged to: data are stored in one group of analog memory cell as corresponding first voltage level; After the described data of storage, read corresponding second voltage level from described analog memory cell, at least some in described second voltage level are different from corresponding first voltage level; Identification causes potentially at the subclass that reads from the analog memory cell of the distortion of second voltage level of target simulation storage unit; Be stored in relative time in the described analog memory cell and data based on data and be stored in relation between time in the described target simulation storage unit, the analog memory cell in the described subclass is divided into a plurality of classes; Estimate the corresponding distortion that caused at second voltage level in the described target simulation storage unit by the analog memory cell in such for each of described class; Use to be each the estimated corresponding distortion in the one or more classes in the described class, second voltage level of described target simulation storage unit is taken from proof reading; And based on second voltage level of being proofreaied and correct, the data that reconstruct is stored in described target simulation storage unit.

According to one embodiment of the invention, a kind of data storage device also is provided, comprising:

Storer, it comprises a plurality of analog memory cells; And

Memory signals processor (MSP), it is coupled to described storer and is arranged to: the data of accepting to be used for being stored in described storer; Determine corresponding first voltage level, be used for, thereby make the analog value of physical quantity of the described data of described analog memory cell storage representation the programming of one group of analog memory cell; Use described first voltage level that the analog memory cell in described group is programmed; After to described analog memory cell programming, read second voltage level from corresponding analog memory cell; And from the described second voltage level reconstruct data.

According to one embodiment of the invention, a kind of data storage device also is provided, comprising:

Storer, it comprises a plurality of analog memory cells; And

Memory signals processor (MSP), it is coupled to described storer and is arranged to: data are stored in one group of analog memory cell as corresponding first voltage level; After the described data of storage, the analog memory cell from described group reads second voltage level, and at least some in described second voltage level are different from corresponding first voltage level; Estimate to read the degree of distortion in second voltage level in described analog memory cell; And when estimated degree of distortion has been violated predetermined distortion criterion, described data are reprogrammed in described group the analog memory cell.

According to one embodiment of the invention, a kind of data storage device also is provided, comprising:

Storer, it comprises a plurality of analog memory cells; And

Memory signals processor (MSP), it is coupled to described storer and is arranged to: be stored in data in one group of analog memory cell of described storer as corresponding first voltage level; After the described data of storage, read corresponding second voltage level from described analog memory cell, at least some in described second voltage level are different from corresponding first voltage level; Identification causes potentially at the subclass that reads from the analog memory cell of the distortion of second voltage level of target simulation storage unit; First instantaneous second instantaneous poor between second degree of distortion of described target simulation storage unit that causes by the analog memory cell in described subclass that is read at first degree of distortion of described target simulation storage unit and described target simulation storage unit that causes by the analog memory cell in described subclass that estimation is programmed in described target simulation storage unit; And using estimated poorly, second voltage level of described target simulation storage unit is taken from proof reading.

According to one embodiment of the invention, a kind of data storage device also is provided, comprising:

Storer, it comprises a plurality of analog memory cells; And

Memory signals processor (MSP), it is coupled to described storer and is arranged to: be stored in data in one group of analog memory cell of described storer as corresponding first voltage level; After the described data of storage, read corresponding second voltage level from described analog memory cell, this second voltage level is subjected to the influence that cross-couplings is disturbed, and this cross-couplings is disturbed and caused described second voltage level to be different from corresponding first voltage level; Estimate cross-coupling coefficient, it disturbs quantification by handling described second voltage level with the cross-couplings between the described analog memory cell; And use estimated cross-coupling coefficient, be stored in data this group analog memory cell from the second voltage level reconstruct of being read.

To the detailed description of embodiment of the present invention,, can more completely understand the present invention from hereinafter in conjunction with following accompanying drawing.

Description of drawings

Fig. 1 is the block diagram that schematically shows according to the system that is used for the memory signals processing of one embodiment of the invention;

Fig. 2 is the synoptic diagram that schematically shows according to the memory cell array of one embodiment of the invention;

Fig. 3 to Fig. 8 is the process flow diagram of method that is used for estimating and eliminating the distortion of memory cell array that schematically shows according to embodiment of the present invention, and

Fig. 9 is the process flow diagram in the method for memory cell array refresh data of being used for that schematically shows according to embodiment of the present invention.

Embodiment

General introduction

Embodiment of the present invention provide and have been used for estimating and compensate method and system in the distortion of analog memory cell.In the embodiment of Miao Shuing, data are stored as charge level hereinafter, and it is written into the analog memory cell array.Charge level is determined the corresponding threshold voltage of storage unit.Memory signals processor (MSP) reads voltage level from storage unit, and estimates to be included in degree of distortion wherein adaptively.MSP usually produces the voltage of being proofreaied and correct, with this proofread and correct, elimination or compensating distortion.The voltage reconstruct that use is proofreaied and correct is stored in the data in the storage unit.

This paper has described several exemplary distortion estimation and removing methods.Certain methods is a decision-directed, also, uses the output of hard decision cutting procedure.In some cases, what the distortion estimation procedure was considered is, with respect to the moment that disturbed storage unit is programmed, and the moment that potential interference storage unit is programmed.Additive method is based on the distortion of other storage unit of the same row (bit line) that are arranged in memory cell array, predicts the distortion in certain storage unit.Some disclosed methods have been proofreaied and correct when distortion forms the turbulent noise that operation caused by other storage unit in the array.

In some embodiments, use programming and checking (P﹠amp; V) process is programmed to storage unit, and MSP does compensation to the distortion in when programming, perhaps both to when the programming also the distortion at read memory cell the time do compensation.

Replenishing or substituting as what distortion was compensated, MSP can carry out the action of other kinds in response to estimated distortion.For example, when estimated distortion surpassed maximum tolerable degree of distortion, MSP can refresh (that is reprogramming) data.

Distortion estimation described herein and compensation method can be used to improve with several approach the data storage performance of memory device.For example, can reduce the probability of error that when reconstruct data, reaches, can increase accessible memory capacity, and/or can prolong the accessible data maintenance phase.Improved performance can be then used in cost and the complexity that reduces memory device and/or increase their program speed.These improve in to the responsive especially MLC equipment of distortion and are even more important.

System description

Fig. 1 is the block diagram that schematically shows according to the system 20 that is used for the memory signals processing of one embodiment of the invention.System 20 can be used in the different host computer system and equipment, for example is used for computing equipment, cell phone or other communication terminals, removable memory module (" USB flash disk " equipment), digital camera, music and other media players and/or any other storage and takes out the system or equipment of data.

System 20 comprises memory device 24, its with data storage in memory cell array 28.Storage array 28 comprises a plurality of analog memory cells 32.In the context of present patent application and in claims, term " analog memory cell " is used to describe the storage unit arbitrarily of the continuous analog value of the physical parameter maintenance such as voltage or the electric charge.Array 28 can comprise the analog memory cell of any kind of, for example, for example, NAND, NOR and CTF flash cell, PCM, NROM, FRAM, MRAM and DRAM unit.The aanalogvoltage that is stored in the charge level in the storage unit and/or writes and read storage unit is referred to as the analogue value in this article.

The data that are used for being stored in memory device 24 are provided for described equipment and are buffered in the data buffer 36.Described then data are converted into aanalogvoltage and use in read/write (R/W) unit 40 write storage units 32, and the function of this read/write cell 40 will be described in further detail hereinafter.When from array 28 sense datas, read/write cell 40 converts the aanalogvoltage of electric charge and storage unit thus 32 to numeral sample.Each numeral sample has the resolution of one or more bits.These samples are buffered in the impact damper 36.The operation of memory device 24 and sequential are managed by steering logic 48.

The storage and the taking-up of data turnover memory device 24 are carried out by memory signals processor (MSP) 52.Show that as hereinafter knowing clearly MSP 52 uses novel method, to be used for estimating and being reduced in the various distortion effect of memory cell array 28.

In some embodiments, MSP 52 comprises encoder/decoder 64, and this encoder/decoder 64 uses ECC that the data that will write equipment 24 are encoded, and when data slave unit 24 is read described ECC is decoded.Signal processing unit 60 is handled the data that are written into equipment 24 and slave unit 24 taking-ups.Particularly, signal processing unit 60 is estimated the influential distortion of the voltage of reading from storage unit 32.Signal processing unit 60 can compensate or reduce the effect of estimated distortion.Alternatively, signal processing unit 60 can be taked the action of other kinds based on estimated distortion, will describe in detail hereinafter.

MSP 52 comprises data buffer 72, and this data buffer 72 is used to store data and is used for memory device 24 mutual by signal processing unit 60.MSP 52 also comprises I/O (I/O) impact damper 56, and this I/O (I/O) impact damper 56 forms interface between described MSP and described main frame.Operation and the timing of controller 76 management MSP 52.Signal processing unit 60 and controller 76 can be realized with hardware.Alternatively, signal processing unit 60 and/or controller 76 can comprise the microprocessor of the software that operation is suitable, the perhaps combination of hardware and software element.

Configuration among Fig. 1 is exemplary system configuration, and it illustrates for clear concept purely.Also can use other suitable configurations arbitrarily.For clarity sake, for understanding principle of the present invention and non-essential element, for example various interface, addressing circuit, timing and sequencing circuit, data disorder circuit and debug circuit all omit from accompanying drawing.

In the configuration of the example system shown in Fig. 1, memory device 24 and MSP 52 are implemented as two independent integrated circuit (IC).Yet, in an alternative embodiment, described memory device and MSP can be integrated among the single IC or SOC (system on a chip) (SoC) in.In some embodiments, single MSP 52 can be connected to a plurality of memory devices 24.Be further used as alternatively, some or all function of MSP 52 can realize with software, and be carried out by processor or other elements of host computer system.The aspect of the other framework of some embodiment of realization system 20, the U.S. Provisional Patent Application of above being quoted 60/867, in 399, and, described in more detail all including in herein the PCT patented claim that is entitled as " CombinedDistortion Estimation and Error Correction Coding for MemoryDevices " that is filed on May 10th, 2007 to quote mode.

In typical write operation, receive the data of waiting to want write storage device 24 from main frame, and with described metadata cache in I/O impact damper 56.The described data of encoder/decoder 64 codings, and data encoded is sent to memory device 24 by data buffer 72.Data are sent to memory device be used for the programming before, MSP 52 can these data of pre-service.In equipment 24, data are stored in the impact damper 36 temporarily.Read/write cell 40 becomes analog voltage with data-switching, and data is write in the suitable storage unit 32 of array 28.

In typical read operation, read/write cell 40 is read analog voltage and is soft numeral sample with described voltage transitions from suitable storage unit 32.Described sample is buffered in the impact damper 36, and is sent to the impact damper 72 of MSP 52.In some embodiments, the signal processing unit 60 of MSP 52 is converted to data bit with voltage sample.As mentioned above, the scope of possible threshold voltage is divided into two or more zones, wherein a certain combination of the one or more data bit of each region representation.When reading cells, signal processing unit 60 is typically compared the amplitude of the voltage sample that reads with one group of decision threshold, so that determine the zone that voltage fell into of reading, thereby and determines to be stored in data bit in the storage unit.Data block is sent to signal processing unit 60 from impact damper 72, and encoder/decoder 64 is decoded to the ECC of these pieces.Decoded data are sent to main frame by I/O impact damper 56.In some embodiments, the ECC demoder comprises soft demoder, and signal processing unit 60 converts voltage sample to the soft decoding metrics of the ECC that is used to decode.

In addition, signal processing unit 60 uses method described below to estimate the distortion that exists in the sample that is read.In some embodiments, with its scramble, and the unrest that will be inverted from the data that storage unit reads is so that improve the distortion estimation performance before data are written into storage unit for MSP 52.

Memory array structure and distortion mechanism

Fig. 2 is the synoptic diagram that schematically shows according to the memory cell array 28 of one embodiment of the invention.Though Fig. 2 relates to the flash cell that is connected in the particular array configuration, principle of the present invention also can be applicable to storage unit and other array configurations of other types.In the list of references of in the part of background technology above, being quoted, some exemplary Storage Unit Type and array configurations have been described.

The storage unit 32 of array 28 is disposed in the grid with a plurality of row and a plurality of row.Each storage unit 32 comprises floating grid metal-oxide semiconductor (MOS) (MOS) transistor.By applying suitable voltage level, the electric charge (electronics or hole) of some can be stored in the particular storage to transistorized grid, source electrode and drain electrode.The value that is stored in the described storage unit can read by the threshold voltage of measuring described storage unit, and described threshold voltage is defined as making described transistor turns and the minimum voltage that need apply to described transistorized grid.The threshold voltage that is read is proportional with the electric charge that is stored in the described storage unit.

In the exemplary configuration of Fig. 2, the transistorized grid in each row is connected by word line 80.Transistorized source electrode in each row is connected by bit line 84.In some embodiments, for example in some NOR units, source electrode is directly connected to bit line.In an alternative embodiment, for example in some NAND units, bit line is connected to many string floating grids unit.

Usually, read/write cell 40, the grid that is applied to particular storage 32 by the voltage level that will change (also is, be applied to the word line that described storage unit is connected to), and whether the drain current of checking described storage unit has surpassed a certain thresholding, the whether conducting of described transistor), read the threshold voltage of this particular storage 32.Read/write cell 40 applies a series of different magnitude of voltage to the word line that described storage unit was connected to usually, and is defined as making drain current to surpass the minimum gate voltage values of described thresholding.Usually, read/write cell 40 reads the storage unit of a full line simultaneously, and the storage unit of this full line is also referred to as page or leaf.

In some embodiments, read/write cell 40 is by measuring drain current with the bit-line pre-charge of described storage unit to a certain voltage level.In case grid voltage is set to expectation value, drain current just makes that bit-line voltage discharges through storage unit.After applying grid voltage several milliseconds, read/write cell 40 is measured bit-line voltages, and bit-line voltage and thresholding are compared.In some embodiments, each bit line 84 is connected to corresponding sensor amplifier, and this sensor amplifier is a voltage with the bit line current amplification and with this current conversion.Use comparer that voltage and the thresholding that is exaggerated compared.

Voltage reading access method as described above is a kind of illustrative methods.As an alternative, read/write cell 40 can use any other method that is fit to be used for the threshold voltage of reading cells 32.For example, read/write cell 40 can comprise one or more analog to digital converters (ADC), and this analog to digital converter converts bit-line voltage to numeral sample.

Memory cell array is divided into a plurality of pages or leaves usually, also, and the many groups of storage unit of programming simultaneously and reading.In some embodiments, each page comprises a full line of array.In substituting embodiment, each row can be divided into two or more pages or leaves.Wiping usually in comprising a plurality of pages piece of storage unit carried out.Typical memory device can comprise thousands of erase blocks.Although also can use other piece size, typical erase block is 128 pages the order of magnitude, and each erase block comprises thousands of storage unit.

The voltage that is stored in the charge level in the storage unit and reads from storage unit may comprise polytype distortion, and these distortions are caused by the different distortion mechanism in the array 28.Some distortion mechanism have influenced the actual electric charge that is stored in the storage unit, and the feasible voltage distortion of being read of other mechanism.For example, the electric cross-couplings between the consecutive storage unit in the array can be revised the threshold voltage in the particular memory location.This effect is called as the cross-couplings distortion.Again for example, As time goes on electric charge can leak from storage unit.The result of this aging effect is that As time goes on the threshold voltage of described storage unit incites somebody to action and the value drift from writing at first.

The distortion of another kind is commonly called turbulent noise, is to be caused by the memory access operations on some storage unit in the array (for example, reading and writing or erase operation), and this has caused the unexpected electric charge in other storage unit is changed.As another example, can by a kind of effect that is called background patterns correlativity (BPD), influence the source electrode-drain current of particular memory location by the electric charge in the consecutive storage unit (for example other storage unit in same NAND memory cell string).

Distortion estimation and removing method

Distortion in the storage unit 32 has reduced the performance of memory device, and for example the probability of error during reconstruct data, accessible memory capacity and accessible data keep the phase.Performance is reduced in the MLC equipment especially serious, because the difference between the different voltage levels of expression data is less relatively in MLC equipment.In many cases, As time goes on degree of distortion changes, and also different between a storage unit and another storage unit.Thereby, with adaptive mode distortion estimator and to take action based on estimated distortion be very beneficial.

MSP 52 can adopt various method to come distortion in the assessment of memory cell 32, and uses estimated degree of distortion to eliminate or compensating distortion.Replenishing or substituting as what distortion was compensated, MSP can carry out the action of other kinds based on estimated distortion.

For example, MSP can use estimated distortion to carry out the Refresh Data judgement.In a kind of typical realization, MSP estimates the degree of distortion of each different cell group (for example memory page).When the distortion in a specific page surpassed a certain tolerable thresholding, MSP refreshed (reprogramming also promptly) to data.

Again for example, MSP can use estimated distortion to be evaluated at accessible memory capacity in a certain storage unit or certain group storage unit.Based on accessible capacity, MSP can revise quantity and/or the ECC that is used at the voltage level of corresponding storage unit storage data.Thereby MSP can revise the density of storage data in the storage unit adaptively, to mate their memory capacity, because As time goes on their memory capacity change.Some aspects of using the distortion estimation to be used for the storage density of adaptive memory device are described in the PCT patented claim that is entitled as " Memory Device with Adaptive Capacity " that is filed on May 10th, 2007, and the document is all included this paper in to quote mode.

Again for example, MSP can revise decision threshold based on estimated distortion, and the scope that also is about to the possible voltage of storage unit is divided into the thresholding of decision region.MSP can adjust judging threshold with the minimal distortion degree, to minimize the decoding probability of error or to satisfy the performance condition that any other is fit to.MSP also can revise the ECC decoding metrics, log-likelihood ratio (LLR) for example, and this decoding metrics is used with decoding ECC by the ECC demoder.Such method is for example described in the PCT application " Combined Distortion Estimation and ErrorCorrection Coding for Memory Devices " of above being quoted.

Fig. 3 to 8 is the process flow diagrams of method that are used for estimating and eliminating the distortion of memory cell array 28 that schematically show according to embodiment of the present invention.In the explanation hereinafter, suppose MSP reading cells and distortion estimator degree page by page.Yet in substituting embodiment, MSP can read and handle other cell group arbitrarily.For example, MSP can handle whole erase block or even independent storage unit.

Fig. 3 is a kind of process flow diagram that is used to estimate and eliminate the method for cross-couplings distortion that schematically shows according to one embodiment of the invention.In some cases, for example in flash memory, the cross-couplings distortion is that the electromagnetic coupled by the electric field of the charge generation that is stored in adjoining memory cell is caused.In other cases, for example in the NROM storage unit, the cross-couplings distortion can be caused by other reasons, for example because the rising of the source voltage of the storage unit that shared ground wire causes.

The voltage that reads from a certain storage unit i that influenced by cross-couplings generally can be written as:

[1]v _i＝g(c _i)+f(c _i，C _i)

G (c wherein _i) voltage that when all potential interference storage unit all are wiped free of, reads of expression from described storage unit, c _iBe illustrated in the charge level among the storage unit i, f (c _i, C _i) represent that working as the storage unit electric charge is c _iThe time coupling effect, and C _iThe set of the charge level of expression consecutive storage unit, j ≠ i.

Under some actual conditions, cross-couplings can be come modeling with linear function, so that

$\left[2\right],v_i=g\left(c_i\right)+\underset{j\≠i}{\mathrm{\Σ}}{k}_{\mathrm{ji}}\left(c_i\right)\·c_j$

K wherein _JiThe expression cross-coupling coefficient, also, the cross-couplings amplitude from storage unit j to storage unit i.Coefficient value can depend on the charge storing unit level sometimes.

In other cases, the cross-couplings that is caused by a certain interference storage unit had both depended on interference charge storing unit level, also depended on disturbed charge storing unit level.In these cases, formula [2] can be written as

[3]v _i＝k ₀·c _i+f({c _i，c _j}，j≠i)

The cross-coupling coefficient value can change to another unit from a unit usually, also can change along with the variation of temperature, supply voltage and other conditions.

In read step 90, the method for Fig. 3 starts from MSP 52 and reads voltage from a storage unit page or leaf.It is represented by soft sample that each reads voltage, also promptly has the digital value of two or more resolution.Described MSP generates hard decision from the magnitude of voltage that reads.In other words, described MSP one by one storage unit determine most possibly to be written to nominal voltage level in the storage unit.MSP can read each voltage and make comparisons with the different nominal voltage values of the different bit combinations of expression, and determines to approach most to read the nominal voltage level of voltage.This operation is commonly referred to firmly to be cut apart.

In coefficient estimation step 94, MSP estimates cross-coupling coefficient based on the voltage sample that reads and based on the hard decision of correspondence.Under most of actual conditions, most of hard decisions have reflected the correct bit combination of write storage unit, and it is wrong having only hard decision seldom.Though the error probability of hard decision is not enough to be used for reconstruct data reliably, it is enough to be used in estimation coefficient reliably usually.

MSP can use any suitable method of estimation to be used to estimate the value of cross-coupling coefficient.Under many actual conditions, coupled systemes numerical value is substantially constant in the whole cell group of having handled.In these cases, MSP can use various estimation technique well known in the art, and these piece estimation techniques use the whole set of soft voltage sample and corresponding hard decision to estimate cross-coupling coefficient.

Alternatively, described MSP can use various method of estimation in proper order well known in the art, and it is (for example sample ground) one by one processes voltage sample and hard decision sequentially, and converges the expectation value of cross-coupling coefficient.Method of estimation can comprise in proper order, for example lowest mean square (LMS) process, recurrence least square (RLS) process, Kalman filter process or any other process that is fit to.

Under some embodiments, estimation procedure attempts to reduce the distance metric (for example Euclidean distance) between the hard decision that reads voltage and correspondence.

For example, when using the LMS process, MSP can estimate following expression formula iteratively

$\left[4\right]{,k}_{\mathrm{ji}}^{(t+1)}=k_{\mathrm{ji}}^{\left(t\right)}+\mathrm{\μ}\·v_j^{\left(t\right)}\·e_i^{\left(t\right)}$

Wherein t represents the extender index (for example, sample index) that increases progressively according to the sample handled and hard decision.k _Ji ^(t)Be illustrated in the cross-coupling coefficient k of the t time iteration _JiEstimated value.μ represents predefined iteration step length, v _j ^(t)Be illustrated in the t time iteration and read voltage sample from storage unit j.e _i ^(t)Be defined as $e_i^{\left(t\right)}=v_i^{\left(t\right)}-{\hat{v}}_i^{\left(t\right)},$ Also promptly, the hard decision (nominal voltage) that reads voltage and correspondence of the t time iteration

Poor.Notice that be different from middle cross-coupling coefficient of above-mentioned formula [2] and charge storing unit level and multiply each other, cross-coupling coefficient and memory cell voltages multiply each other in the formula [4].

In some embodiments, during to the storage unit programming, can be by measuring by storage unit j is programmed at memory cell voltages v _iIn the variation that causes, estimate k _JiValue.

At cross-couplings compensation process 98, MSP compensates the cross-couplings distortion of reading in the voltage based on estimated cross-coupling coefficient.MSP produces the voltage of correction usually, and wherein the cross-couplings degree of distortion is lowered.For example, MSP can be with the summation of estimated cross-couplings distortion component, and from memory cell voltages, deduct should with, described cross-couplings distortion component is derived from different interference storage unit and influences a certain voltage that reads.This operation is sometimes referred to as linear equalization.

As known in the art, MSP can alternatively eliminate the cross-couplings distortion by applying decision feedback equalization (DFE).In substituting embodiment, described MSP can use and reduce state maximum likelihood sequence estimation (MLSE) process, for example uses well-known Viterbi algorithm, eliminates the cross-couplings distortion.In addition as an alternative, described MSP can use maximum a posteriori (MAP) estimation procedure or any other method that is fit to compensate the cross-couplings distortion based on estimated cross-coupling coefficient.

Described MSP uses the voltage of proofreading and correct to come the data of storing in the reconstruct storage unit.In some embodiments, described MSP handles the voltage that reads (also promptly, twice scanning read magnitude of voltage) in two steps.In the first step, MSP estimates cross-coupling coefficient.In second step, MSP uses estimated coefficient to come proof reading power taking pressure and reconstruct data.It can be favourable that two steps handled, and for example, for example owing to write storage unit under different temperatures, supply voltage or other conditions, and the different piece of storage unit or page or leaf are when having different cross-coupling coefficient values.In substituting embodiment, MSP can carry out coefficient estimation, distortion compensation and data reconstruction within a step.

In a substituting embodiment, originally MSP carries out coefficient estimation and data reconstruction within a step.MSP estimates the quality (for example by detecting the mistake of not proofreaied and correct by ECC) of the data of reconstruct then, and if the data reconstruction quality is crossed low then the execution for second step.This technology can not change average processing delay or processing power significantly, is favourable under the situation about changing As time goes at coefficient.

As mentioned above, in some embodiments, MSP with data disorder, reduced the estimation degree of accuracy so that prevent nonrandom data before data are write storage unit.

In some distortion mechanism, the degree of distortion in the particular memory location is relevant with the degree of distortion of other storage unit of locating along same bit line.For example, in some nand flash memories, being connected with each other along the storage unit of every bit lines constitutes 16 or 32 groups that storage unit are formed, and is called string.Read the voltage that depends on other storage unit in the string from the voltage of particular memory location usually.This effect is commonly referred to background patterns correlativity (BPD).Again for example, the parameter variation that is caused by sensor amplifier also can be associated in the different storage unit of a bit lines with other distortions.

In other cases, the degree of distortion in the concrete storage unit can be associated with the degree of distortion of other storage unit of locating along same word line.For example, consider and compare a certain storage unit that needs the obviously longer programming time with other storage unit in one page.When related page or leaf is being programmed, at the P﹠amp of certain number of times; After the V iteration, most of storage unit reach their expection charge level, but the charge level in " slowly " storage unit does not still far reach the expectation level.Therefore and lower therefore, the source electrode-drain current in slow storage unit is with regard to.Use other P﹠amp; The V iterative process continues this slow storage unit is programmed, and its electric current increases.The electric current that increases has increased the source electrode-drain voltage of other storage unit in the voltage that drops on the ground wire and the page or leaf.As a result of, the threshold voltage of other storage unit in the page or leaf descends.

Though hereinafter the explanation of Fig. 4 is related to related distortion along bit line, yet the method for Fig. 4 can be used to also to predict and compensate related distortion along word line.In addition as an alternative, described method can be used to predict and proofread and correct the distortion mechanism that the degree of distortion of any other storage unit in a certain group is relative to each other, such storage unit for example is a storage unit very approaching each other in array, and the storage unit with same power supplies voltage (Vcc) line, ground wire or power supply circuit.

When relevant, degree of distortion being modeled as sometimes along the degree of distortion of the storage unit of a certain bit line

$\left[5\right],e(n,m)=\underset{i>n}{\mathrm{\&Sigma;}}{f}_i\left(c(i,m)\right)+\underset{i<n}{\mathrm{\&Sigma;}}{g}_i\left(c(i,m)\right)$

Wherein (n m) is illustrated in the degree of distortion of the storage unit at row (bit line) m and row (page or leaf) n place to e.C (i, m) voltage that reads from the storage unit of the m bit line of i page or leaf of expression.f _iAnd g _iExpression is defined in the function of voltage and the dependence of storage unit in the follow-up page or leaf of same bit line page or leaf neutralization formerly of a storage unit of i page or leaf respectively.Formula [5] supposes that page or leaf is handled in proper order.

Fig. 4 is the process flow diagram that is used to predict and eliminate a kind of alternative manner of bit line related distortion that schematically shows according to one embodiment of the invention.At distortion recording step 102, described method starts from the degree of distortion that MSP writes down the storage unit that had before read.May be after the ECC decoding, MSP can for example compare with the nominal voltage of expectation by reading voltage with any suitable method calculated distortion degree.

In target read step 106, MSP reads the voltage of particular memory location, and this storage unit is called as Destination Storage Unit.Then in prediction steps 110, MSP is based on the degree of distortion value along other storage unit of same bit line of record, and based on the voltage that reads from these storage unit, the degree of distortion of prediction among Destination Storage Unit.For example, MSP can use above-mentioned formula [5] predicted distortion degree.

At aligning step 114, MSP uses estimated degree of distortion to proofread and correct the voltage that reads from Destination Storage Unit. and then in decoding step 118, MSP decodes to the data that are stored in the Destination Storage Unit based on the voltage of proofreading and correct.When the ECC demoder comprised soft demoder, MSP can be alternatively based on estimated degree of distortion, and the soft ECC that proofreaies and correct the bit that is stored in the storage unit measures (for example, LLR).This type of correction way is for example described in above-mentioned PCT application " CombinedDistortion Estimation and Error Correction Coding for MemoryDevices ".

Though the single target storage unit is for clarity sake paid attention in the description of Fig. 4, along with reading page or leaf from storer, prediction and trimming process are carried out in a plurality of storage unit usually concurrently.

In order to improve storage efficiency, MSP can only be each bit line storage individual distortion value, rather than writes down and store the degree of distortion of each storage unit that had before read.The value of storage is labeled as

Be illustrated in and read n page or leaf e (n, estimated value m) afterwards.For first page that reads,

Usually be initialized to 0.

When the n page or leaf was decoded, MSP upgraded Value, for example use expression formula

$\left[6\right],\hat{e}\left(m\right)=(1-{\mathrm{\&delta;}}_n)\&CenterDot;\hat{e}\left(m\right)+{\mathrm{\&delta;}}_n\&CenterDot;[c(n,m)-\tilde{c}(n,m)]$

δ wherein _nExpression is used for the predetermined step-length of n page or leaf.C (n, the m) voltage that reads from the storage unit of the m bit line of n page or leaf of expression, and

The nominal voltage of representing this storage unit based on demoder output.When reading the n+1 page or leaf, MSP can be by estimation $\hat{e}\left(m\right)=\hat{e}\left(m\right)-f_{n+1}\&CenterDot;c(n+1,m)+g_n\&CenterDot;c(n,m)$ Based on

Predicted distortion.Correction voltage (for example,

) be used to decoded data.

Said method can be especially effective when the parameter of gain, deviation or other variations of the variation of prediction and correction sensor amplifier.This type of parameter can also comprise variable deviation or the broadening to the joint distribution of the distribution of specific voltage level or all voltage levels.

When the method is used for proofreading and correct the BPD distortion of nand flash memory memory cell array, may there be a discrete cell of contributing most of distortion, for example, it programmes because being crossed.In this case, alternative manner can repeat on the NAND storage unit, is identified up to this storage unit, at this moment carves Value be reset.Be different from the correction of carrying out at each NAND memory cell string usually, normally on every complete bit line, follow the trail of and carry out the variation of sensor amplifier the BPD distortion.

In some embodiments, MSP 52 keeps form or other data structures of the parameter of being followed the trail of that keeps every bit lines, word line or other related memory cell groups.

As mentioned above, some storage unit may be influenced by turbulent noise, and turbulent noise is just by the distortion of carrying out on other storage unit in the array that operation caused.In some embodiments, it is in the formation turbulent noise that MSP 52 proofreaies and correct turbulent noise, rather than when reading disturbed storage unit.

Fig. 5 schematically shows the process flow diagram that is used to proofread and correct the method for turbulent noise according to one embodiment of the invention a kind of.In disturbance creation operation step 122, described method starts from MSP 52 carry out memory access operations, and this memory access operations can be to some storage unit contribution turbulent noises.Memory access operations can comprise, for example, programmes, reads or erase operation.Reading potentially in the step 126 of disturbance storage unit, MSP reads voltage from the storage unit that may be stored the disturbance of device accessing operation institute.

In disturbance estimation step 130, MSP is evaluated at potential in the level of the turbulent noise in the disturbance storage unit.For this purpose, MSP can use any suitable distortion method of estimation.For example, described MSP can use the decision-directed method, wherein will read from the voltage of storage unit with by cutting apart determined corresponding nominal voltage level firmly and compare, perhaps with by ECC decoding being applied to read and definite nominal voltage level is made comparisons from the voltage of storage unit.

In some cases, turbulent noise can be increased in some charge levels in the eraseable memory unit in the adjacent page.Under these circumstances, MSP can be by to potential by the eraseable memory unit in the disturbance page or leaf (also being, its voltage is lower than the storage unit of a certain threshold level, this threshold level can be different from be generally used for detecting the threshold level of eraseable memory unit) quantity count, assess the disturbance level.MSP can with before the potential disturbance memory access operations and the quantity of eraseable memory unit afterwards compare, and assess the disturbance level from the difference between these two results.

Check step 134 in high disturbance, MSP checks whether estimated degree of distortion surpasses a predefined thresholding.At disturbance aligning step 138, if the disturbance level is regarded as height, then MSP proofreaies and correct potential by the turbulent noise in the disturbance storage unit.For example, MSP can refresh the data in same storage unit, and reprogramming is () data also promptly, in another page or leaf, or existing storage unit of having programmed increased electric charge in other storage unit.MSP also can use stronger ECC to come coded data, and the data storage that will newly encode is in another page or leaf.Otherwise, also,, then stopping this method of step 142 termination if the disturbance level is considered to tolerable.

In some cases, the method for execution graph 5 can increase the processing time significantly after each reading and writing and erase operation.Therefore, in some embodiments, MSP is the method for execution graph 5 during the time period of system's free time only.

Fig. 6 is according to a substituting embodiment of the present invention, schematically shows the process flow diagram of the another kind of method that is used to proofread and correct turbulent noise.Described method is the fact that is contributed to this Destination Storage Unit by the storage unit of upgrading the near-earth programming than Destination Storage Unit based on turbulent noise.For for purpose of brevity, be called as with object element than the storage unit of the more new near-earth programming of Destination Storage Unit and compare " young ".Storage unit than the more Zao programming of Destination Storage Unit is called as " older " storage unit.

At potential interference storage unit identification step 146, said method starts from MSP 52 identifications cause turbulent noise potentially to Destination Storage Unit storage unit.At younger storage unit identification step 150, MSP identification and which potential interference storage unit of mark are younger than Destination Storage Unit.In some embodiments, MSP stores the time mark that each page is programmed, and it is stored together as a part and the data of page or leaf usually.The mark that described MSP inquiry is stored is so that determine which storage unit is younger than Destination Storage Unit.

When memory write page or leaf in proper order, it is young that MSP can be considered as the storage unit in the page or leaf of bigger numbering to compare object element.Alternatively, when not in proper order during the memory write page or leaf, MSP can be in each page or leaf variable of storage, the relative age that this variable indicates this page to compare with adjacent page.When this page or leaf was programmed, above-mentioned variable was set up and stores.For example, described variable can comprise following count value, its in erase block, be programmed up to now the page or leaf quantity count.Alternatively, above-mentioned variable can comprise a Boolean denotation for each adjacent page, and it is indicated when current page is programmed, and adjacent page is to programme or wipe.In addition as an alternative, MSP can use any other method that is fit to determine comparing younger potential interference storage unit with Destination Storage Unit.

Disturbing storage unit read step 154, MSP 52 reads the voltage of the storage unit (also promptly, than the younger potential interference storage unit of Destination Storage Unit) that is labeled.Described MSP can read again and disturb storage unit and/or use the ECC demoder that the data that are stored in the potential interference storage unit are decoded reliably.In Destination Storage Unit read step 158, described MSP also reads the voltage of Destination Storage Unit.In some embodiments, the voltage of Destination Storage Unit reads with high resolving power, for example uses to have figure place and be higher than the ADC that is stored in the data bits in each storage unit.The voltage of the storage unit that is labeled can read with the resolution that reduces sometimes.

In disturbance contribution estimating step 162, described MSP estimates to be contributed to by younger potential interference storage unit the level of the turbulent noise of Destination Storage Unit.Estimated disturbance level can depend on: the relative age of potential disturbed storage unit, with respect to the position of Destination Storage Unit (for example be stored in magnitude of voltage in the potential interference storage unit and/or data, potential interference storage unit, whether they are positioned at an adjacent page, second adjacent page, or the like), number of times and/or other information or the criterion of the nearest programming-erase cycles of disturbed storage unit.To a kind of effective estimation of disturbance level, be that this disturbance level is the mean value of condition with the above-mentioned parameter.

At disturbance removal process 166, described MSP compensates estimated disturbance level.For example, described MSP can deduct estimated disturbance level from reading from the voltage of Destination Storage Unit, to produce the voltage of proofreading and correct.The voltage of proofreading and correct is used to perhaps be used to revise the ECC decoder metric to being stored in the data decode in the Destination Storage Unit.

Though the single target storage unit is for clarity sake paid attention in above-mentioned explanation, the process of Fig. 6 also can be along with reading page or leaf from storer, and carry out at a plurality of Destination Storage Units concurrently.

In some embodiments, use programming and checking (P﹠amp; V) process is programmed to storage unit, and when storage unit was programmed, MSP 52 adopted distortion compensation.In some embodiments, MSP is all adopting distortion compensation to the programming of storage unit with during reading.

P﹠amp; The V process is generally used for storage unit is programmed.At a typical P﹠amp; The V process, to storage unit programming, the voltage level of these a series of potential pulses pulse one by one increases by applying a series of potential pulses.After each pulse, read the voltage level that (" checking ") programmed, and iteration is proceeded up to the level that reaches expectation.P﹠amp; The V process, for example, " the A 117mm that delivers at IEEE Journal of Solid State Circuits (11:31) 1575 pages-1583 pages in November, 1996 by people such as Jung ²3.3V Only 128Mb MultilevelNAND Flash Memory for Mass Storage Applications " in describe; and by people such as Lee description in 264 page-266 page " the Effects of Floating Gate Interference onNAND Flash Memory Cell Operations " that deliver of in May, 2002 at IEEE Electron Device Letters (23:5), above-mentioned document is all included this paper in to quote mode herein.

Fig. 7 is the process flow diagram that is used for estimating and eliminating the method for distortion among memory cell array 28 that schematically shows according to another embodiment of the present invention.Read the P﹠amp that reaches expectation value from the voltage of storage unit with some known checkings; V process difference, the method for Fig. 7 make and to be stored in the electric charge that electric charge in the storage unit reaches expectation, and this electric charge is represented the data of being stored.

Checking is stored in the charge level in the storage unit rather than reads voltage, is good, because the degree of distortion when writing when reading may be different.The method can be used to compensate any type of distortion or mechanism.

Described method starts from MSP 52 and is intended in certain page of programming.In potential interference storage unit read step 170, for the given Destination Storage Unit that will programme in the page or leaf, MSP reads the storage unit that causes this Destination Storage Unit distortion potentially.(in some cases, these values that MSP is treated because they just are programmed, there is no need to read these storage unit in this case.) in distortion computation step 174, the distortion that described MSP estimation is caused by potential interference storage unit to Destination Storage Unit.Described MSP can use any suitable method, and for example above-mentioned various estimation procedure is used for the distortion estimator degree.

Based on estimated distortion, MSP calculates a magnitude of voltage of proofreading and correct in advance so that the programming Destination Storage Unit.Usually, MSP produces the voltage of correction by deduct estimated degree of distortion in the nominal voltage level of storing from intention described storage unit.

At precorrection programming step 178, described MSP uses P﹠amp; The V process is programmed to Destination Storage Unit with the voltage of precorrection.As a result of, the charge level that is stored in the Destination Storage Unit has reflected the data of writing in the storage unit truly, because it is proofreaied and correct the distortion that exists to remove in advance when writing.

In storage unit read step 182, may after to this storage unit programming, for a long time just take place reading of storage unit, when reading cells, MSP reads Destination Storage Unit and potential interference storage unit.Reappraise step 186 in distortion, MSP reappraises the distortion that by potential interference storage unit Destination Storage Unit is caused when reading.MSP can use any suitable method, and for example above-mentioned various estimation procedure is used to reappraise described degree of distortion.

As mentioned above, Destination Storage Unit may be programmed a long time ago, and the operating conditions such as temperature and supply voltage may change.In addition, after Destination Storage Unit was programmed, potential interference storage unit in addition may be read, be programmed or be wiped.Thereby, may be far from each other with the degree of distortion of calculating in above-mentioned steps 174 in the degree of distortion that step 186 is calculated.

At aligning step 190, MSP is based on the distortion that reappraises, and the voltage of Destination Storage Unit is taken from proof reading.The voltage of proofreading and correct the data that are used to decode from Destination Storage Unit.In order when reading the voltage that disturbs storage unit, to reduce distortion, carry out decoding iteratively to memory cell data in the decision-directed mode.

In the method for Fig. 7, correcting distortion all when writing storage unit and read memory cell the time, and the degree of distortion in service of current existence is all used in each correction.Thereby, with respect to known P﹠amp; The V process, this method has more robustness, and more tolerates the change that operating conditions and programming operation are subsequently carried out.

In some embodiments, only during programming, adopt distortion correction, and promptly storage unit is read without the second-order distortion correction.In these embodiments, the step 182 of the method for Fig. 7 is omitted to 190, and MSP should will include consideration in from the interference of not programmed storage unit.

Fig. 8 schematically shows the process flow diagram of another method that is used for the distortion of estimating target storage unit according to one embodiment of the invention.The method of Fig. 8 is utilized the following fact, promptly can be different from after Destination Storage Unit the distortion that the storage unit of programming causes by the distortion that causes in the storage unit of programming before the Destination Storage Unit.

Another kind of hypothesis is that described array uses P﹠amp; The V process programming, as mentioned above.At some known P﹠amp; In the V process, for example above quote by documents that the people showed such as Jung in, each storage unit in certain one page all is programmed to mark with in 0 to M-1 M the voltage level, wherein level 0 is to have wiped level.Described P﹠amp; The V process divides M stage to described page or leaf programming.At stage i, a series of potential pulses are applied to program level should be i or higher storage unit.After each pulse, described process reads the voltage of different storage unit, and stops to apply pulse to reaching its storage unit of expecting level.

In some embodiments, for a given Destination Storage Unit, MSP classified to potential interference storage unit according to the programming time.(as mentioned above, MSP can store the time mark that is programmed of each page, and the mark of storage is used for assorting process.) subclass of storage unit, be labeled as D1, comprise potential interference storage unit, its when Destination Storage Unit is programmed not by described P﹠amp; The V process is programmed fully.When Destination Storage Unit was programmed, the storage unit among the class D1 is in wiped level or by part programming, but may be programmed from that time.

In some programming schemes, divide several stages that storage unit is programmed.For example, in some 4 level cell programmed methods, least significant bit (LSB) (LSB) and highest significant position (MSB) are write in two independent steps.A kind of exemplary method is described among 1228 pages-1238 pages " the A Multipage Cell Architecture for High-SpeedProgramming Multilevel NAND Flash Memories " that deliver at IEEE Journal of Solid-State Circuits (33:8) in August, 1998 by people such as Takeuchi, and the document is included this paper in to quote mode herein.In these class methods, can program the memory cell to intermediate level sometime, and following programming step is programmed into its final programming value with described storage unit.When using this type of programmed method, class D1 is expanded and comprises that following storage unit, this storage unit are in wiped the level or the program level that mediates when Destination Storage Unit is programmed, but can be programmed into its end value since then.

Another subclass of storage unit 32 is labeled as D2, comprises potential interference storage unit, and it is programmed when Destination Storage Unit is programmed.Because when Destination Storage Unit is programmed, the interference from these storage unit to this Destination Storage Unit exists, so described P﹠amp; The V process compensates this interference at least in part.The 3rd class storage unit is labeled as D3, comprises and the potential interference storage unit of described Destination Storage Unit concurrency programming, for example, is in the storage unit on one page with described Destination Storage Unit.

MSP 52 can estimate the distortion at Destination Storage Unit according to inhomogeneous potential interference storage unit.If n and m represent the row number of Destination Storage Unit in the array 28 and row number separately.X then _{N, m}Be illustrated in and use described P﹠amp; The V process is write the Destination Storage Unit voltage of this Destination Storage Unit afterwards.x _{I, j}The voltage of the storage unit that is positioned at the capable and j row of i when being illustrated in the Destination Storage Unit voltage of programming last time after the iteration and being verified.y _{N, m}The memory cell voltages value from Destination Storage Unit is read in expression, because distortion, it is different from x _{N, m}

At y _{N, m}The middle total distortion that exists can be written as

$e_{n,m}=\underset{(i,j)\&Element;D_1}{\mathrm{\&Sigma;}}{h}_{n,m,i,j}(y_{i,j}-x_{i,j})+$

$\left[7\right]\underset{(i,j)\&Element;D_2}{\mathrm{\&Sigma;}}{h}_{n,m,i,j}(y_{i,j}-{\hat{x}}_{i,j})+$

$\underset{(i,j)\&Element;D_3}{\mathrm{\&Sigma;}}{h}_{n,m,i,j}\&CenterDot;\max \{y_{i,j}-y_{n,m},0\}+b$

H wherein _{N, m, i, j}The cross-couplings interference coefficient of expression from the interference storage unit that is positioned at the capable j of i row to the Destination Storage Unit that is positioned at the capable m row of n.B represents the constant bias term.Though above-mentioned formula [7] relates to the linear distortion model, also can use nonlinear model.

Storage unit among the class D1 is included in Destination Storage Unit and is programmed the storage unit that is programmed afterwards.Therefore,, this programming operation do not exist at that time owing to adding the interference that these charge storing unit cause to, and described P﹠amp; The V process also can not be done compensation to this distortion.

When Destination Storage Unit was programmed, the storage unit among the class D2 was programmed, and as described P﹠amp; When the V process was programmed to described Destination Storage Unit, the distortion that these storage unit caused existed.Therefore, when Destination Storage Unit is programmed, described P﹠amp; The V process (at least in part) compensate described distortion.Yet this compensation is correct when Destination Storage Unit is programmed, and do not consider that constantly and described Destination Storage Unit aging, the electric charge that are taken place between when being read leak and other effects.In second of above formula [7]

Be the estimation to voltage, it is present in when Destination Storage Unit is programmed among the interference storage unit.

In some embodiments,

Can estimate by the output that described ECC decoding is applied to these storage unit.By recovering to write the sets of bits in the storage unit, described ECC can help to proofread and correct grave error, for example the mistake that is caused by serious leakage.Alternatively, in second of formula [7]

Can use y _{I, j}Memoryless function or Memoryless function estimate α y for example _{I, j}(or ), it is y for voltage level _{I, j}Storage unit estimate to leak mistake.

In the above-mentioned formula [7] the 3rd relates to the storage unit among the class D3, supposes and uses P﹠amp; The V process, it compensates the distortion that is caused by the D3 storage unit that is programmed into the level that is less than or equal to Destination Storage Unit inherently.After Destination Storage Unit was programmed fully, when the potential interference storage unit on the page or leaf identical with this Destination Storage Unit was programmed into higher level, this programmed usually at P﹠amp; Carry out in the later step of V process.Thereby, by have than Destination Storage Unit more the live part of the distortion that caused of the D3 storage unit of high level when Destination Storage Unit is programmed, will not have and P﹠amp; The V process can not compensate this partial distortion.As the P﹠amp that uses in single job all programmings of given storage unit; During V process (for example by the process of describing in the documents that the people showed such as Jung), the 3rd of above-mentioned formula [7] is especially effective.As use P﹠amp to the different data bit of storage unit programming in a plurality of stages; During V process (for example by the process of describing in the documents that the people showed such as Takeuchi), the 3rd of above-mentioned formula [7] can be omitted.

In voltage read step 194, the method for Fig. 8 starts from MSP 52 and reads voltage from the storage unit 32 of array 28.Described voltage had both comprised the voltage of Destination Storage Unit, also comprised the voltage that causes potentially the storage unit of Destination Storage Unit interference.In current example, the page or leaf of array 28 is read in proper order, i.e., reads line by line, though also can use other to read configuration.

In programming time estimating step 196, when Destination Storage Unit is programmed, the value of MSP estimating target storage unit and potential interference storage unit (for example, charge level).Described estimation can be included some factors in consideration, for example read from the programmed order of voltage, Destination Storage Unit and the potential interference storage unit of Destination Storage Unit and potential interference storage unit, since previous programming and erase cycles the quantity, the environmental parameter such as supply voltage and temperature of elapsed time, the elapsed erase cycles of storage unit, or the like.

Writing-read error estimating step 198 poor between the estimated degree of distortion that MSP estimates then when Destination Storage Unit is programmed and Destination Storage Unit produces when being read.MSP can use above-mentioned formula [7] to estimate that this is poor.At aligning step 200, MSP uses estimated difference to come compensating distortion (for example, deduct described difference or adjust ECC tolerance from the voltage that reads from Destination Storage Unit).

At some P﹠amp; In the V process, sequentially page or leaf is write the storer to the page or leaf of bigger numbering from the page or leaf of less numbering.Thereby, as storage unit x _{N, m}When being programmed, the storage unit in the page or leaf of i≤n is programmed, and can suppose P﹠amp; The V process has compensated the distortion by these storage unit contributions.

In some embodiments, MSP 52 is to read these pages or leaves with the order of the reversed in order of writing these pages (page or leaf from the page or leaf of higher number to low numbering also promptly).When reading the n page or leaf, MSP is each column of memory cells m calculated distortion tolerance M _m(n):

$\left[10\right],M_m\left(n\right)=\left\{\begin{array}{cc}{f}_n(X_{N,m},X_{N-1,m},...,X_{n+1,m})& n<N\\ 0& n=N\end{array}\right\}$

Wherein N represents the quantity of the row (word line) in the erase block, and X _{I, j}The voltage that expression is read from the storage unit of capable at i of j row.Suppose that distortion only influences the storage unit in the related erase block.Described MSP is by calculating ${\hat{x}}_{n,m}=y_{n,m}-M_m\left(n\right),$ Remove distortion metrics from reading from the voltage of current page.The exemplary functions that can be used as function f can comprise

Perhaps

In substituting embodiment, the storage unit of MSP concurrent processing one monoblock.Data that use is to be programmed and cross-coupling coefficient h _{N, m, i, j}, the error between MSP calculation and programming value and the read value, and compensate this error.

Though the illustrative methods of Fig. 8 relates to some P﹠amp; V handles realization, but described method is after necessary modifications, can with other P﹠amp that are fit to arbitrarily; The V process is used together.It will be understood by those skilled in the art that and can carry out adaptability revision to this method based on disclosed embodiment, with the P﹠amp of other kinds; The V process is used together.

Refresh Data based on the distortion estimation

In some embodiments, MSP 52 refreshes (reprogramming also promptly) and is stored in the data in the memory cell array 28 based on estimated degree of distortion.

Fig. 9 is the process flow diagram that schematically shows the method for the data in the refresh of memory cells array according to embodiment of the present invention.In page or leaf read step 210, this method starts from MSP 52 and reads storage page from array 28.In page or leaf distortion estimating step 214, the degree of distortion in the page or leaf that MSP estimates to be read.For this purpose, MSP can use any suitable distortion method of estimation, method for example as described above.

Check step 218 in degree of distortion, MSP checks whether tolerable of degree of distortion.For example, MSP can make comparisons the estimated degree of distortion and the predetermined thresholding of the degree of distortion of indication largest tolerable.The degree of distortion of largest tolerable is selected as making when reaching thresholding decoded data still there is a strong possibility to be faultless usually.This situation has guaranteed that the data that refresh might be faultless.

If degree of distortion is tolerable, described method is circulated back to above-mentioned page or leaf read step 210, and MSP continues to read and check storage page.

On the other hand, be higher than tolerable degree of distortion if MSP determines the degree of distortion in the memory page that is read, then in reprogramming step 222, described MSP is to the data reprogramming of page or leaf.This method is circulated back to above-mentioned page or leaf read step 210 then.

Be different from the known memory updating method that some periodically carry out reprogramming, no matter degree of distortion how, the method for Fig. 9 is reprogramming data just where necessary only.Thereby, compare with these known method, the frequency of programming operation reduces again.Usually, the method for Fig. 9 combines the routine operation of system 20.Also promptly, MSP uses conventional page or leaf to read and/or operation is estimated in distortion, and whether need refresh, and do not carry out special read operation if assessing.

Take out data though embodiment described herein mainly focuses on from multilevel-cell (MLC), principle of the present invention also can be used for single layer cell (SLC).Take out data though embodiment described herein mainly focuses on from solid storage device, principle of the present invention also can be used in hard disk drive (HDD) and other data storage mediums and equipment storage and take out data.

Therefore should be appreciated that embodiment described herein is only quoted with way of example, and the invention is not restricted to the content that above specifically illustrated and described.In contrast, the present invention cover above-mentioned each combination of features and sub-portfolio, and wherein not disclosed in the prior art variation and the modification that after reading above stated specification, can make of those skilled in the art.

Claims (86)

1. method that is used for operational store comprises:

Data are stored in one group of analog memory cell of described storer as corresponding first voltage level, and described first voltage level is selected from the set of possible values;

After the described data of storage, read corresponding second voltage level from described analog memory cell, this second voltage level is subjected to the influence that cross-couplings is disturbed, and this cross-couplings is disturbed and caused described second voltage level to be different from corresponding first voltage level;

Handle described second voltage level to obtain corresponding hard decision, each hard decision is all corresponding to the analog value in the possible values of described first voltage level;

Estimate cross-coupling coefficient based on described second voltage level and corresponding hard decision, the cross-couplings that this cross-coupling coefficient quantizes between the described analog memory cell is disturbed; And

Use estimated cross-coupling coefficient, be stored in data this group analog memory cell from the second voltage level reconstruct of being read.

2. method according to claim 1 is estimated wherein that cross-coupling coefficient comprises to use the piece estimation procedure to handle described second voltage level and corresponding hard decision.

3. method according to claim 1 estimates that wherein cross-coupling coefficient comprises that use converges to the sequence estimation process of described cross-coupling coefficient with described second voltage level of P-SCAN and corresponding hard decision.

4. method according to claim 1 estimates that wherein cross-coupling coefficient comprises the estimation procedure of minimizing of employing at described second voltage level that reads and the distance metric between the corresponding hard decision.

5. method according to claim 1, comprise also that not only based on reading from second voltage level of first analog memory cell but also based on second voltage level that reads from second analog memory cell, estimation is disturbed by the cross-couplings at described second analog memory cell that described first analog memory cell causes in described storer.

6. method according to claim 1, wherein reconstruct data comprises that using one of following process that described cross-couplings is disturbed removes from described second voltage level, and described process is: linear equalization process, decision feedback equalization (DFE) process, maximum a posteriori (MAP) estimation procedure and maximum-likelihood sequence estimation (MLSE) process.

7. method according to claim 1, estimate described cross-coupling coefficient in the processing stage of estimating wherein that cross-coupling coefficient and reconstruct data are included in first, and eliminate estimated cross-couplings in described second first processing stage processing stage and disturb follow-up.

8. method according to claim 7, estimating wherein that cross-coupling coefficient and reconstruct data comprise is used for described follow-up situation second processing stage with estimated cross-coupling coefficient, and and if only if just repeats when failing the described data of reconstruct described first the processing stage.

9. method according to claim 1 is wherein stored data and is comprised and use error correcting code (ECC) the described data of encoding that wherein reconstruct data comprises based on estimated cross-coupling coefficient computing error correction tolerance and uses the described ECC of described error correction tolerance decoding.

10. method that is used for operational store comprises:

Data are stored in the analog memory cell of described storer as corresponding first voltage level, and the subclass of wherein said analog memory cell has related distortion;

After the described data of storage, the one or more analog memory cells from described subclass read corresponding second voltage level, and this second voltage level is described first voltage level owing to described related distortion is different from;

Second voltage level from described one or more analog memory cells is read in processing, so that estimate the corresponding degree of distortion in described second voltage level;

Other analog memory cells from described subclass read one second voltage level;

Based on the corresponding degree of distortion of the one or more analog memory cells in the estimated described subclass, the degree of distortion in second voltage level of described other analog memory cells is read in prediction;

Use the degree of distortion of prediction, second voltage level of described other analog memory cells is taken from proof reading; And

Based on second voltage level of being proofreaied and correct, the data that reconstruct is stored in described other analog memory cells.

11. method according to claim 10, the subclass of wherein said analog memory cell comprise at least one the subclass type that is selected from following one group of subclass type: be positioned at storage unit on the common bit lines, be positioned at storage unit on the common word line, have the storage unit of omnibus circuit and the approaching storage unit in position each other.

12. method according to claim 10, wherein handle second voltage level and comprise the only single value of buffer memory, the degree of distortion of second voltage level that reads in one or more analog memory cells of this value indication from described subclass, and wherein the predicted distortion degree comprises the degree of distortion of calculating prediction based on the described single value of buffer memory.

13. method according to claim 10, wherein predicted distortion comprises that tracking is total distortion parameter for the subclass of described analog memory cell, and described distortion parameter is stored in the data structure.

14. a method that is used for operational store comprises:

Be stored in data in one group of analog memory cell of described storer as corresponding first voltage level;

Carry out memory access operations on first analog memory cell in described storer;

In response to the memory access operations of carrying out, second analog memory cell from described storer reads second voltage level;

Handle described second voltage level, thereby estimate the disturbance level in described second voltage level, this disturbance level is caused by the memory access operations of carrying out on described first analog memory cell;

Use estimated disturbance level, proofread and correct described second voltage level; And

Based on second voltage level of being proofreaied and correct, the data that reconstruct is stored in described second analog memory cell.

15. method according to claim 14, wherein said memory access operations comprise at least a operation that is selected from following one group of operation: programming operation, read operation and erase operation.

16. method according to claim 14, wherein handle and proofread and correct second voltage level and comprise estimated disturbance level and predefine level are made comparisons, and if only if estimated disturbance level is just proofreaied and correct described second voltage level when surpassing described predefine level.

17. method according to claim 14 is wherein proofreaied and correct second voltage level and is comprised the data reprogramming of storing in described second analog memory cell.

18. method according to claim 14 is wherein proofreaied and correct second voltage level and is comprised that the data that will be stored in described second analog memory cell copy in other analog memory cells that are different from described second analog memory cell.

19. method according to claim 14 is wherein proofreaied and correct second voltage level and is comprised that increase is used for first voltage level of data storage at described second analog memory cell.

20. method according to claim 14, wherein handling second voltage level is to carry out during the idle period of described data not being done storage and reading.

21. method according to claim 14, wherein read second voltage level and comprise from corresponding a plurality of second analog memory cells and read a plurality of second voltage levels, and handle wherein that second voltage level comprises a plurality of because memory access operations and assess to second analog memory cell of program level from wiping level conversion.

22. method according to claim 14, wherein storing data comprises described data is stored in a plurality of groups of described analog memory cell in proper order, wherein read second voltage level and comprise that backward reads a plurality of groups of described analog memory cell, and wherein handle second voltage level comprises that estimation causes described first analog memory cell in response to second voltage of the analog memory cell in described group that read before described first analog memory cell disturbance level.

23. a method that is used for operational store comprises:

Be stored in data in one group of analog memory cell of described storer as corresponding first voltage level;

After the described data of storage, read corresponding second voltage level from described analog memory cell, at least some in described second voltage level are different from corresponding first voltage level;

Identification causes potentially at the subclass that reads from the analog memory cell of the distortion of second voltage level of target simulation storage unit;

Be stored in corresponding time in the described analog memory cell and data based on data and be stored in relation between time in the described target simulation storage unit, the analog memory cell in the described subclass is divided into a plurality of classes,

Estimate the corresponding distortion that caused at second voltage level in the described target simulation storage unit by the analog memory cell in such for each of described class;

Use to be each the estimated corresponding distortion in the one or more classes in the described class, second voltage level of described target simulation storage unit is taken from proof reading; And

Based on second voltage level of being proofreaied and correct, the data that reconstruct is stored in described target simulation storage unit.

24. method according to claim 23 is wherein stored data and is read second voltage level and comprise application programming and checking (P﹠amp; V) process.

25. method according to claim 23, the analog memory cell of wherein classifying comprises the ratio described target simulation storage unit more new near-earth of identification in the described subclass with data storage analog memory cell therein, and wherein proofreaies and correct second voltage level and comprise based on the distortion in the analog memory cell of being discerned only and come proof reading to take from second voltage level of described target simulation storage unit.

26. method according to claim 23, the analog memory cell of wherein classifying comprises: the definition first kind, and it is included in the more new near-earth of the described target simulation storage unit of ratio in the described subclass with data storage analog memory cell therein; Define second class, it is included in the described target simulation storage unit of ratio in the described subclass earlier with data storage analog memory cell therein; Define the 3rd class, its be included in the described subclass with described target simulation storage unit concomitantly with data storage analog memory cell therein.

27. method according to claim 23, wherein reading second voltage level, distortion estimator and correction second voltage level comprises, read second voltage level with first resolution processes from described target simulation storage unit, and to read second voltage level of the analog memory cell in described subclass than more coarse second resolution processes of described first resolution.

28. method according to claim 23 is wherein stored data and is comprised time mark when the described data of storage are stored in described analog memory cell, and the analog memory cell of wherein the classifying mark that comprises that inquiry is stored.

29. method according to claim 23, wherein distortion estimator comprises that described parameter is in response at least one the parameter estimation degree of distortion that is selected from following one group of parameter: the programming number of times of described analog memory cell, be stored in the data in the described analog memory cell, described analog memory cell with respect to the position of described target simulation storage unit and the number of times of the nearest elapsed programming-erase cycles of described target simulation storage unit.

30. a method that is used for operational store comprises:

Acceptance is used for being stored in the data of described storer;

Determine corresponding first voltage level, be used for one group of analog memory cell programming, thereby make the analog value of physical quantity of the described data of described analog memory cell storage representation described storer;

Use first voltage level of determining that the analog memory cell in described group is programmed;

After to the programming of described analog memory cell, read second voltage level and from the described second voltage level reconstruct data from corresponding analog memory cell.

31. method according to claim 30, determine that wherein first voltage level comprises when with described data storage in the target simulation storage unit time, to estimating, and proofread and correct first voltage level that is used for described target simulation storage unit programming in advance in response to estimated distortion by the distortion that value caused that is stored in the physical quantity in one or more other analog memory cells at the value that is stored in the physical quantity in the described target simulation storage unit.

32. method according to claim 30, wherein reconstruct data comprises when reading described second voltage level, based on second voltage level that is read to estimating by the distortion that value caused that is stored in the physical quantity in one or more other analog memory cells at the value that is stored in the physical quantity in the target simulation storage unit, use estimated distortion correction to read second voltage level, and be stored in data in the described target simulation storage unit based on the second voltage level reconstruct of being proofreaied and correct from described target simulation storage unit.

33. method according to claim 30, the analog memory cell of wherein programming comprises first voltage level that checking has been programmed.

34. method according to claim 30, wherein said physical quantity comprises electric charge.

35. a method that is used for operational store comprises:

Be stored in data in one group of analog memory cell of described storer as corresponding first voltage level;

After the described data of storage, the analog memory cell from described group reads second voltage level, and at least some in described second voltage level are different from corresponding first voltage level;

Estimate to read the degree of distortion in second voltage level in described analog memory cell; And

When estimated degree of distortion has been violated predetermined distortion criterion, described data are reprogrammed in the analog memory cell of described storer.

36. method according to claim 35, wherein said predetermined distortion criterion comprise the thresholding of the degree of distortion of a definition largest tolerable.

37. a method that is used for operational store comprises:

Be stored in data in one group of analog memory cell of described storer as corresponding first voltage level;

After the described data of storage, read corresponding second voltage level from described analog memory cell, at least some in described second voltage level are different from corresponding first voltage level;

Identification causes potentially at the subclass that reads from the analog memory cell of the distortion of second voltage level of target simulation storage unit;

First instantaneous second instantaneous poor between second degree of distortion of described target simulation storage unit that causes by the analog memory cell in described subclass that is read at first degree of distortion of described target simulation storage unit and described target simulation storage unit that causes by the analog memory cell in described subclass that estimation is programmed in described target simulation storage unit; And

It is estimated poor to use, and second voltage level of described target simulation storage unit is taken from proof reading.

38. a method that is used for operational store comprises:

Be stored in data in one group of analog memory cell of described storer as corresponding first voltage level;

After the described data of storage, read corresponding second voltage level from described analog memory cell, this second voltage level is subjected to the influence that cross-couplings is disturbed, and this cross-couplings is disturbed and caused described second voltage level to be different from corresponding first voltage level;

Estimate cross-coupling coefficient, it disturbs quantification by handling described second voltage level with the cross-couplings between the described analog memory cell; And

Use estimated cross-coupling coefficient, be stored in data this group analog memory cell from the second voltage level reconstruct of being read.

39. according to the described method of claim 38, comprise also that not only based on reading from second voltage level of first analog memory cell but also based on second voltage level that reads from second analog memory cell, estimation is disturbed by the cross-couplings at described second analog memory cell that described first analog memory cell causes in described storer.

40. a data storage device comprises:

Interface, its functionally with the memory communication that comprises a plurality of analog memory cells; And

Memory signals processor (MSP), it is coupled to described interface and is arranged to: corresponding first voltage level of data as the set that is selected from possible values is stored in one group of analog memory cell; After the described data of storage, read corresponding second voltage level from described analog memory cell, this second voltage level is subjected to the influence that cross-couplings is disturbed, and this cross-couplings is disturbed and caused described second voltage level to be different from corresponding first voltage level; Handle described second voltage level to obtain corresponding hard decision, each hard decision is all corresponding to the analog value in the possible values of described first voltage level; Estimate cross-coupling coefficient based on described second voltage level and corresponding hard decision, the cross-couplings that this cross-coupling coefficient quantizes between the described analog memory cell is disturbed; And use estimated cross-coupling coefficient, be stored in data this group analog memory cell from the described second voltage level reconstruct.

41. according to the described device of claim 40, wherein said MSP is arranged to: estimate cross-coupling coefficient, comprise and use the piece estimation procedure to handle described second voltage level and corresponding hard decision.

42. according to the described device of claim 40, wherein said MSP is arranged to: estimate cross-coupling coefficient, comprise using converging to the sequence estimation process of described cross-coupling coefficient with described second voltage level of P-SCAN and corresponding hard decision.

43. according to the described device of claim 40, wherein said MSP is arranged to: adopt the estimation procedure that reduces the distance metric between second voltage level that is read and corresponding hard decision.

44. according to the described device of claim 40, wherein said MSP is arranged to: both based on second voltage level that reads from first analog memory cell, based on second voltage level that reads from second analog memory cell, estimation is disturbed by the cross-couplings at described second analog memory cell that described first analog memory cell causes in described storer again.

45. according to the described device of claim 40, wherein said MSP is arranged to: use one of following process that described cross-couplings is disturbed and remove from described second voltage level, described process is: linear equalization process, decision feedback equalization (DFE) process, maximum a posteriori (MAP) estimation procedure and maximum-likelihood sequence estimation (MLSE) process.

46. according to the described device of claim 40, wherein said MSP is arranged to: estimate described cross-coupling coefficient in first the processing stage, and eliminate estimated cross-couplings in described second first processing stage processing stage and disturb follow-up.

47. according to the described device of claim 46, wherein said MSP is arranged to: estimated cross-coupling coefficient is used for described follow-up situation second processing stage, and and if only if just repeats when failing the described data of reconstruct described first the processing stage.

48. according to the described device of claim 40, wherein said MSP is arranged to: use error correcting code (ECC) the described data of encoding before the described data in storage, based on estimated cross-coupling coefficient computing error correction tolerance, and by using the described ECC of described error correction tolerance decoding with the described data of reconstruct.

49. a data storage device comprises:

Interface, its functionally with the memory communication that comprises a plurality of analog memory cells, the subclass of the analog memory cell of described storer has related distortion; And

Memory signals processor (MSP), it is coupled to described interface and is arranged to: data are stored in the described analog memory cell as corresponding first voltage level; After the described data of storage, the one or more analog memory cells from described subclass read corresponding second voltage level, and this second voltage level is described first voltage level owing to described related distortion is different from; Second voltage level from described one or more analog memory cells is read in processing, so that estimate the corresponding degree of distortion in described second voltage level; Other analog memory cells from described subclass read one second voltage level; Based on the corresponding degree of distortion of the one or more analog memory cells in the estimated described subclass, the degree of distortion in second voltage level of described other analog memory cells is read in prediction; Use the degree of distortion of prediction, second voltage level of described other analog memory cells is taken from proof reading; And based on second voltage level of being proofreaied and correct, the data that reconstruct is stored in described other analog memory cells.

50. according to the described device of claim 49, the subclass of wherein said analog memory cell comprises at least one the subclass type that is selected from following one group of subclass type: be positioned at storage unit on the common bit lines, be positioned at storage unit on the common word line, have the storage unit of omnibus circuit and the approaching storage unit in position each other.

51. according to the described device of claim 49, wherein said MSP is arranged to: the single value of buffer memory only, the degree of distortion of second voltage level that reads in one or more analog memory cells of this value indication from described subclass; And calculate the degree of distortion of prediction based on the described single value of buffer memory.

52. according to the described device of claim 49, wherein said MSP is arranged to: the subclass of following the trail of for described analog memory cell is total distortion parameter, and described distortion parameter is stored in the data structure.

53. a data storage device comprises:

Interface, its functionally with the memory communication that comprises a plurality of analog memory cells; And

Memory signals processor (MSP), it is coupled to described interface and is arranged to: data are stored in one group of analog memory cell as corresponding first voltage level; Carry out memory access operations on first analog memory cell in described storer; In response to the memory access operations of carrying out, second analog memory cell from described storer reads second voltage level; Handle described second voltage level, thereby estimate the disturbance level in described second voltage level, this disturbance level is caused by the memory access operations of carrying out on described first analog memory cell; Use estimated disturbance level, proofread and correct described second voltage level; And based on second voltage level of being proofreaied and correct, the data that reconstruct is stored in described second analog memory cell.

54. according to the described device of claim 53, wherein said memory access operations comprises at least a operation that is selected from following one group of operation: programming operation, read operation and erase operation.

55. according to the described device of claim 53, wherein said MSP is arranged to: estimated disturbance level and predefine level are made comparisons, and if only if estimated disturbance level is just proofreaied and correct described second voltage level when surpassing described predefine level.

56. according to the described device of claim 53, wherein said MSP is arranged to: by the data reprogramming of storing in described second analog memory cell is proofreaied and correct described second voltage level.

57. according to the described device of claim 53, wherein said MSP is arranged to: the data that will be stored in described second analog memory cell copy in other analog memory cells that are different from described second analog memory cell.

58. according to the described device of claim 53, wherein said MSP is arranged to: increase is used for first voltage level of data storage at described second analog memory cell.

59. according to the described device of claim 53, wherein said MSP is arranged to: during the idle period of described data not being done storage and reading, handle described second voltage level.

60. according to the described device of claim 53, wherein said MSP is arranged to: read a plurality of second voltage levels from corresponding a plurality of second analog memory cells, and a plurality of because memory access operations is assessed to second analog memory cell of program level from wiping level conversion.

61. according to the described device of claim 53, wherein said MSP is arranged to: described data are stored in proper order in a plurality of groups of described analog memory cell, backward reads a plurality of groups of described analog memory cell, and estimates the disturbance level that second voltage in response to the analog memory cell in described group that read before described first analog memory cell causes described first analog memory cell.

62. a data storage device comprises:

Interface, its functionally with the memory communication that comprises a plurality of analog memory cells; And

Memory signals processor (MSP), it is coupled to described interface and is arranged to: data are stored in one group of analog memory cell as corresponding first voltage level; After the described data of storage, read corresponding second voltage level from described analog memory cell, at least some in described second voltage level are different from corresponding first voltage level; Identification causes potentially at the subclass that reads from the analog memory cell of the distortion of second voltage level of target simulation storage unit; Be stored in corresponding time in the described analog memory cell and data based on data and be stored in relation between time in the described target simulation storage unit, the analog memory cell in the described subclass is divided into a plurality of classes; Estimate the corresponding distortion that caused at second voltage level in the described target simulation storage unit by the analog memory cell in such for each of described class; Use to be each the estimated corresponding distortion in the one or more classes in the described class, second voltage level of described target simulation storage unit is taken from proof reading; And based on second voltage level of being proofreaied and correct, the data that reconstruct is stored in described target simulation storage unit.

63. according to the described device of claim 62, wherein said MSP is arranged to: by application programming and checking (P﹠amp; V) process is stored described data and is read described second voltage level.

64. according to the described device of claim 62, wherein said MSP is arranged to: discern the more new near-earth of the described target simulation storage unit of ratio in the described subclass with data storage analog memory cell therein, and come proof reading to take from second voltage level of described target simulation storage unit based on the distortion in the analog memory cell of being discerned only.

65. according to the described device of claim 62, wherein said MSP is arranged to: the definition first kind, it is included in the more new near-earth of the described target simulation storage unit of ratio in the described subclass with data storage analog memory cell therein; Second class, it is included in the described target simulation storage unit of ratio in the described subclass earlier with data storage analog memory cell therein; The 3rd class, its be included in the described subclass with described target simulation storage unit concomitantly with data storage analog memory cell therein.

66. according to the described device of claim 62, wherein said MSP is arranged to: read second voltage level with first resolution processes from described target simulation storage unit, and to read second voltage level of the analog memory cell in described subclass than more coarse second resolution processes of described first resolution.

67. according to the described device of claim 62, wherein said MSP is arranged to: the time mark when being stored in storage these data being stored in described analog memory cell during data, and the mark that inquiry is stored is to classify to described analog memory cell.

68. according to the described device of claim 62, wherein said MSP is arranged to: come distortion estimator in response at least one parameter that is selected from following one group of parameter, described parameter is: the programming number of times of described analog memory cell, be stored in the data in the described analog memory cell, described analog memory cell with respect to the position of described target simulation storage unit and the number of times of the nearest elapsed programming-erase cycles of described target simulation storage unit.

69. a data storage device comprises:

Interface, its functionally with the memory communication that comprises a plurality of analog memory cells; And

Memory signals processor (MSP), it is coupled to described interface and is arranged to: the data of accepting to be used for being stored in described storer; Determine corresponding first voltage level, be used for, thereby make the analog value of physical quantity of the described data of described analog memory cell storage representation the programming of one group of analog memory cell; Use described first voltage level that the analog memory cell in described group is programmed; After to described analog memory cell programming, read second voltage level from corresponding analog memory cell; And from the described second voltage level reconstruct data.

70. according to the described device of claim 69, wherein said MSP is arranged to: when with described data storage in the target simulation storage unit time, to estimating, and proofread and correct first voltage level that is used for described target simulation storage unit programming in advance in response to estimated distortion by the distortion that value caused that is stored in the physical quantity in one or more other analog memory cells at the value that is stored in the physical quantity in the described target simulation storage unit.

71. according to the described device of claim 69, wherein said MSP is arranged to: when reading described second voltage level, based on second voltage level that is read to estimating by the distortion that value caused that is stored in the physical quantity in one or more other analog memory cells at the value that is stored in the physical quantity in the target simulation storage unit, use estimated distortion correction to read second voltage level, and be stored in data in the described target simulation storage unit based on the second voltage level reconstruct of being proofreaied and correct from described target simulation storage unit.

72. according to the described device of claim 69, wherein said MSP is arranged to: when corresponding analog memory cell is programmed, first voltage level that checking has been programmed.

73. according to the described device of claim 69, wherein said physical quantity comprises electric charge.

74. a data storage device comprises:

Interface, its functionally with the memory communication that comprises a plurality of analog memory cells; And

Memory signals processor (MSP), it is coupled to described interface and is arranged to: data are stored in one group of analog memory cell as corresponding first voltage level; After the described data of storage, the analog memory cell from described group reads second voltage level, and at least some in described second voltage level are different from corresponding first voltage level; Estimate to read the degree of distortion in second voltage level in described analog memory cell; And when estimated degree of distortion has been violated predetermined distortion criterion, described data are reprogrammed in the analog memory cell in described group.

75. according to the described device of claim 74, wherein said predetermined distortion criterion comprises the thresholding of the degree of distortion of a definition largest tolerable.

76. a data storage device comprises:

Interface, its functionally with the memory communication that comprises a plurality of analog memory cells; And

Memory signals processor (MSP), it is coupled to described interface and is arranged to: be stored in data in one group of analog memory cell of described storer as corresponding first voltage level; After the described data of storage, read corresponding second voltage level from described analog memory cell, at least some in described second voltage level are different from corresponding first voltage level; Identification causes potentially at the subclass that reads from the analog memory cell of the distortion of second voltage level of target simulation storage unit; First instantaneous second instantaneous poor between second degree of distortion of described target simulation storage unit that causes by the analog memory cell in described subclass that is read at first degree of distortion of described target simulation storage unit and described target simulation storage unit that causes by the analog memory cell in described subclass that estimation is programmed in described target simulation storage unit; And using estimated poorly, second voltage level of described target simulation storage unit is taken from proof reading.

77. a data storage device comprises:

Interface, its functionally with the memory communication that comprises a plurality of analog memory cells; And

Memory signals processor (MSP), it is coupled to described interface and is arranged to: be stored in data in one group of analog memory cell of described storer as corresponding first voltage level; After the described data of storage, read corresponding second voltage level from described analog memory cell, this second voltage level is subjected to the influence that cross-couplings is disturbed, and this cross-couplings is disturbed and caused described second voltage level to be different from corresponding first voltage level; Estimate cross-coupling coefficient, it disturbs quantification by handling described second voltage level with the cross-couplings between the described analog memory cell; And use estimated cross-coupling coefficient, be stored in data this group analog memory cell from the second voltage level reconstruct of being read.

78. according to the described device of claim 77, wherein said MSP is arranged to: not only based on reading from second voltage level of first analog memory cell but also based on second voltage level that reads from second analog memory cell, estimation is disturbed by the cross-couplings at described second analog memory cell that described first analog memory cell causes in described storer.

79. a data storage device comprises:

Storer, it comprises a plurality of analog memory cells; And

Memory signals processor (MSP), it is coupled to described storer and is arranged to: corresponding first voltage level of data as the set that is selected from possible values is stored in one group of analog memory cell; After the described data of storage, read corresponding second voltage level from described analog memory cell, this second voltage level is subjected to the influence that cross-couplings is disturbed, and this cross-couplings is disturbed and caused described second voltage level to be different from corresponding first voltage level; Handle described second voltage level to obtain corresponding hard decision, each hard decision is all corresponding to the analog value in the possible values of described first voltage level; Estimate cross-coupling coefficient, it is based on described second voltage level and corresponding hard decision, and interference quantizes to the cross-couplings between the described analog memory cell; And use described cross-coupling coefficient, be stored in data this group analog memory cell from the described second voltage level reconstruct.

80. a data storage device comprises:

Storer, it comprises a plurality of analog memory cells, and the subclass of wherein said storage unit has related distortion; And

Memory signals processor (MSP), it is coupled to described storer and is arranged to: data are stored in one group of analog memory cell as corresponding first voltage level; After the described data of storage, the one or more analog memory cells from row of array read corresponding second voltage level, and this second voltage level is described first voltage level owing to distortion is different from; Second voltage level from described one or more analog memory cells is read in processing, so that estimate the corresponding degree of distortion in described second voltage level; Other analog memory cells from described row read one second voltage level; Based on the corresponding degree of distortion of the one or more analog memory cells in the estimated described row, the degree of distortion in second voltage level of described other analog memory cells is read in prediction; Use the degree of distortion of being predicted, second voltage level of described other analog memory cells is taken from proof reading; And based on second voltage level of being proofreaied and correct, the data that reconstruct is stored in described other analog memory cells.

81. a data storage device comprises:

Storer, it comprises a plurality of analog memory cells; And

Memory signals processor (MSP), it is coupled to described storer and is arranged to: data are stored in one group of analog memory cell as corresponding first voltage level; Carry out memory access operations on first analog memory cell in described storer; In response to the memory access operations of carrying out, second analog memory cell from described storer reads second voltage level; Handle described second voltage level, thereby estimate the disturbance level in described second voltage level, this disturbance level is caused by the memory access operations of carrying out on described first analog memory cell; Use estimated disturbance level, proofread and correct described second voltage level; And based on second voltage level of being proofreaied and correct, the data that reconstruct is stored in described second analog memory cell.

82. a data storage device comprises:

Storer, it comprises a plurality of analog memory cells; And

Memory signals processor (MSP), it is coupled to described storer and is arranged to: data are stored in one group of analog memory cell as corresponding first voltage level; After the described data of storage, read corresponding second voltage level from described analog memory cell, at least some in described second voltage level are different from corresponding first voltage level; Identification causes potentially at the subclass that reads from the analog memory cell of the distortion of second voltage level of target simulation storage unit; Be stored in corresponding time in the described analog memory cell and data based on data and be stored in relation between time in the described target simulation storage unit, the analog memory cell in the described subclass is divided into a plurality of classes; Estimate the corresponding distortion that caused at second voltage level in the described target simulation storage unit by the analog memory cell in such for each of described class; Use to be each the estimated corresponding distortion in the one or more classes in the described class, second voltage level of described target simulation storage unit is taken from proof reading; And based on second voltage level of being proofreaied and correct, the data that reconstruct is stored in described target simulation storage unit.

83. a data storage device comprises:

Storer, it comprises a plurality of analog memory cells; And

Memory signals processor (MSP), it is coupled to described storer and is arranged to: the data of accepting to be used for being stored in described storer; Determine corresponding first voltage level, be used for, thereby make the analog value of physical quantity of the described data of described analog memory cell storage representation the programming of one group of analog memory cell; Use described first voltage level that the analog memory cell in described group is programmed; After to described analog memory cell programming, read second voltage level from corresponding analog memory cell; And from the described second voltage level reconstruct data.

84. a data storage device comprises:

Storer, it comprises a plurality of analog memory cells; And

Memory signals processor (MSP), it is coupled to described storer and is arranged to: data are stored in one group of analog memory cell as corresponding first voltage level; After the described data of storage, the analog memory cell from described group reads second voltage level, and at least some in described second voltage level are different from corresponding first voltage level; Estimate to read the degree of distortion in second voltage level in described analog memory cell; And when estimated degree of distortion has been violated predetermined distortion criterion, described data are reprogrammed in described group the analog memory cell.

85. a data storage device comprises:

Storer, it comprises a plurality of analog memory cells; And

Memory signals processor (MSP), it is coupled to described storer and is arranged to: be stored in data in one group of analog memory cell of described storer as corresponding first voltage level; After the described data of storage, read corresponding second voltage level from described analog memory cell, at least some in described second voltage level are different from corresponding first voltage level; Identification causes potentially at the subclass that reads from the analog memory cell of the distortion of second voltage level of target simulation storage unit; First instantaneous second instantaneous poor between second degree of distortion of described target simulation storage unit that causes by the analog memory cell in described subclass that is read at first degree of distortion of described target simulation storage unit and described target simulation storage unit that causes by the analog memory cell in described subclass that estimation is programmed in described target simulation storage unit; And using estimated poorly, second voltage level of described target simulation storage unit is taken from proof reading.

86. a data storage device comprises:

Storer, it comprises a plurality of analog memory cells; And

Memory signals processor (MSP), it is coupled to described storer and is arranged to: be stored in data in one group of analog memory cell of described storer as corresponding first voltage level; After the described data of storage, read corresponding second voltage level from described analog memory cell, this second voltage level is subjected to the influence that cross-couplings is disturbed, and this cross-couplings is disturbed and caused described second voltage level to be different from corresponding first voltage level; Estimate cross-coupling coefficient, it disturbs quantification by handling described second voltage level with the cross-couplings between the described analog memory cell; And use estimated cross-coupling coefficient, be stored in data this group analog memory cell from the second voltage level reconstruct of being read.

Images