Asymmetric log-likelihood ratio for flash channel
View Patent ↗Disclosed is a system and method for reading flash memory cells with dynamically adjusted probability values (e.g., log-likelihood ratios). In connection with reading bit values from flash memory cells, one or more predetermined first probability values are adjusted relative to one or more predetermined second probability values. The one or more predetermined first probability values are associated with reading one or more memory cells programmed to a first binary value, and the one or more predetermined second probability values are associated with reading one or more memory cells programmed to a second binary value. The plurality of bit values read from the plurality of non-volatile memory cells and the one or more adjusted first probability values are provided to a decoder for use in decoding the plurality of bit values.
1. A computer-implemented method, comprising:
reading a plurality of bit values from a plurality of memory cells, respectively, using a read level, wherein each of the read plurality of bit values is either a first binary value or a second binary value;
adjusting, in connection with the reading, one or more predetermined first probability values relative to one or more predetermined second probability values, wherein the one or more predetermined first probability values are associated with reading one or more memory cells programmed to the first binary value, and wherein the one or more predetermined second probability values are associated with reading one or more memory cells programmed to the second binary value; and
providing to a decoder the plurality of bit values read from the plurality of memory cells and the one or more adjusted first probability values for use in decoding the plurality of bit values.
2. The computer-implemented method of claim 1 , wherein the first binary value is a most significant bit value of zero and the second binary value is a most significant bit value of one.
3. The computer-implemented method of claim 1 , wherein the one or more predetermined first probability values and the one or more predetermined second probability values are log-likelihood ratios.
4. The computer-implemented method of claim 1 , further comprising:
adjusting a predetermined read level to adjust the one or more predetermined first probability values, wherein the plurality of bit values are read using the adjusted read level.
5. The computer-implemented method of claim 4 , wherein the predetermined read level is decreased and the one or more predetermined first probability values is increased.
6. The computer-implemented method of claim 4 , wherein adjusting the predetermined read level decreases a first error rate associated with reading the first binary value and increases a second error rate associated with reading a second binary value.
7. The computer-implemented method of claim 4 , further comprising:
adjusting the predetermined read level after the plurality of memory cells have undergone a predetermined number of program/erase cycles.
8. The computer-implemented method of claim 4 , wherein the read level is adjusted after a predetermined retention time associated with the plurality of memory cells.
9. The computer-implemented method of claim 4 , wherein the read level is adjusted by an amount based on a cycle time associated with the plurality of memory cells.
10. The computer-implemented method of claim 4 , wherein the read level is adjusted by an amount based on a retention time period associated with the plurality of memory cells.
11. The computer-implemented method of claim 4 , wherein each of the plurality of memory cells is a multi-level memory cell configured to be programmed to one of four programming levels, first and fourth programming levels being associated with the second binary values and second and third programming levels being associated with the first binary values, and wherein the read level is a voltage level sufficient to read a majority of memory cells programmed to the fourth programming level.
12. A system, comprising:
a memory device comprising a plurality of non-volatile memory cells;
a decoder; and
an operation unit operably coupled to the memory device and the decoder, wherein the operation unit is configured to:
read a plurality of bit values from the plurality of non-volatile memory cells, respectively, wherein each of the read plurality of bit values is either a first binary value or a second binary value;
adjust, in connection with the reading, one or more predetermined first probability values relative to one or more predetermined second probability values, wherein the one or more predetermined first probability values are associated with reading one or more memory cells programmed to the first binary value, and wherein the one or more predetermined second probability values are associated with reading one or more memory cells programmed to the second binary value; and
provide to the decoder the plurality of bit values read from the plurality of non-volatile memory cells and the one or more adjusted first probability values for use in decoding the plurality of bit values.
13. The system of claim 12 , wherein the first binary value is a most significant bit value of zero and the second binary value is a most significant bit value of one.
14. The system of claim 12 , further comprising:
wherein the one or more predetermined first probability values and the one or more predetermined second probability values are log-likelihood ratios.
15. The system of claim 12 , further comprising:
adjust a predetermined read level to adjust the one or more predetermined first probability values, wherein the plurality of bit values are read using the adjusted read level.
16. The system of claim 15 , wherein the predetermined read level is decreased and the one or more predetermined first probability values is increased.
17. The system of claim 15 , wherein adjusting the predetermined read level decreases a first error rate associated with reading the first binary value and increases a second error rate associated with reading a second binary value.
18. The system of claim 15 , further comprising:
adjusting the predetermined read level after the plurality of memory cells have undergone a predetermined number of program/erase cycles.
19. A storage device, configured to:
set, for a read operation of the storage device, a read level for a flash memory device comprising a plurality of non-volatile memory cells, wherein the read level is set to adjust one or more predetermined first probability values relative to one or more predetermined second probability values, wherein the one or more predetermined first probability values are associated with reading one or more memory cells programmed to a first binary value, and wherein the one or more predetermined second probability values are associated with reading one or more memory cells programmed to a second binary value;
read a plurality of bit values from the plurality of non-volatile memory cells, respectively, using the set read level, wherein each of the plurality of bit values is either the first binary value or the second binary value; and
decode the plurality of bit values read from the plurality of non-volatile memory cells based on the adjusted one or more first probability values for use in decoding the plurality of bit values.
20. The storage device of claim 19 , wherein the storage device is configured to set the read level after the plurality of non-volatile memory cells have undergone a predetermined number of program/erase cycles.