Symbol frequency leveling in a storage system

• US 7,266,026 B2
• Filed: 08/09/2005
• Issued: 09/04/2007
• Est. Priority Date: 08/29/2002
• Status: Expired due to Fees

• Current Assignee: SanDisk Technologies LLC (Western Digital Corporation)
• Original Assignee: SanDisk Corporation (Western Digital Corporation)
• Inventors: Gross, Stephen J., Gongwer, Geoffrey S.
• Primary Examiner(s): PEIKARI, BEHZAD
• Application Number:
  US11/201,007
• Publication Number:
  US 20060015677A1
• Time in Patent Office: 756 Days
• Field of Search: 341/50, 380/210, 365/210, 365/202, 365/190, 365/227, 365/185.03, 365/185.21, 365/185.22, 365/185.2, 365/185.3, 711/103, 713/320
• US Class Current: 365/201
• CPC Class Codes: H03M 5/00 Conversion of the form of the representation of individual digits
• CPC Class Codes: H03M 7/40 Conversion to or from variable length codes, e.g. Shannon-Fano code, Huffman code, Morse code

Abstract

Methods and apparatus for transforming data into a format which may be efficiently stored in a non-volatile memory are disclosed. According to one aspect of the present invention, a method for storing information of a first data format in a memory system includes generating statistics associated with the first data format, and transforming the information from the first data format to a second data format using the statistics. Once the information is transformed into the second data format, the information is stored into a memory. Storing the information in the second data format in the memory includes storing an identifier that identifies a transformation used to transform the information to the second data format. In one embodiment, costs associated with storing the information in the second data format are less than or equal to costs associated with storing the information in the first data format.

Claims

1. A method of storing data in a memory cell array, an individual memory cell having two or more possible states representing one or more bits of data, the data stored in a format that conforms to predetermined criteria, comprising:

transforming a portion of data received from a host according to a first transformation that reduces the number of occurrences of a first state if the portion of data were stored in the memory cell array;

subsequently analyzing the transformed portion of data to determine if the transformed portion of data conforms to the predetermined criteria; and

if the transformed portion of data does not conform to the predetermined criteria, transforming the transformed portion of data according to a second transformation to provide a twice transformed portion of data.

2. The method of claim 1 further comprising storing the twice transformed portion of data in the memory cell array.

3. The method of claim 2 further comprising recording that the twice transformed portion of data was transformed by the first transformation and by the second transformation.

4. The method of claim 1 wherein, if the transformed portion of data conforms to the predetermined criteria, the transformed portion of data is stored in the memory cell array without additional transformation.

5. The method of claim 1 further comprising comparing the twice transformed portion of data to the predetermined criteria and subsequently performing an additional one or more transformations on the twice transformed portion of data.

6. The method of claim 5 wherein the additional transformations are performed until the additionally transformed portion of data conforms to the predetermined criteria.

7. The method of claim 1 wherein symbols in the portion of data correspond to memory states when the portion of data is stored in the memory array, the first transformation reduces the difference between a first number of occurrences of a first symbol and a second number of occurrences of a second symbol in the portion of data and the second transformation reduces the difference between a third number of occurrences of a third symbol and a fourth number of occurrences of a fourth symbol in the portion of data.

8. The method of claim 1 wherein the portion of data is sent by a host to be stored in the removable memory card, the transformations taking place in the memory card so that individual memory states are determined by the transformed portion of data.

9. The method of claim 8 wherein, in response to a host request for the portion of data, the memory states are read to provide stored data that is transformed in a reverse transformation to provide the portion of data that is sent to the host.

10. A method of transforming data that is sent by a host for storage in an array of non-volatile memory cells, comprising:

sequentially analyzing and transforming a plurality of symbols within the data, individual symbols corresponding to states to which individual non-volatile memory cells are programmed to store a portion of data, the sequential analysis determining how to transform a first one of the plurality based on a transformed symbol that was generated by a transformation of a sequentially prior second one of the plurality of symbols.

11. The method of claim 10 wherein the first one of the plurality is transformed by an identity transformation if the transformed symbol is different to the first one and is transformed to a different symbol if the transformed symbol is the same symbol as the first one.

12. The method of claim 10 wherein the first one of the plurality is transformed by an identity transformation if the transformed symbol is the same as the first one and is transformed to a different symbol if the transformed symbol is different to the first one.

13. The method of claim 10 wherein sequential analysis and transformation transforms alternate ones of sequentially occurring first symbols to second symbols.

14. The method of claim 13 wherein sequential analysis and transformation transforms sequentially occurring second symbols by an identity transformation.

15. The method of claim 14 wherein the first symbol is the most common symbol of the plurality of symbols and the second symbol is the least common symbol of the plurality of symbols.