DocumentCode
3346510
Title
An LDPC decoding schedule for memory access reduction
Author
Gunnam, Kiran ; Choi, Gwan ; Yeary, Mark
Author_Institution
Dept. of Electr. Eng., Texas A&M Univ., College Station, TX, USA
Volume
5
fYear
2004
fDate
17-21 May 2004
Abstract
Recent research efforts based on a joint code-decoder design methodology have shown that it is possible to construct structured LDPC (low density parity check) codes without any performance degradation. An interesting new data independence property between the two classes of messages viz. check to bit and bit to check, involved in decoding, is observed. This property is a result of the specific structuring of the parity check matrix. By exploiting this property, we propose an architecture in which the computation of messages is synchronized such that each class of message is consumed immediately by the computational unit for another class of message. The internal memory of the check to bit units is increased in tune with the storage requirement of the check to bit messages. The separate memories for check to bit and bit to check messages are eliminated. This approach has memory savings of 75% and reduces the overall memory accesses by 66%.
Keywords
decoding; parity check codes; synchronisation; LDPC decoding schedule; bit to check messages; check to bit units; joint code-decoder design; low-density parity check codes; memory access reduction; message class data independence property; parity check matrix; structured LDPC codes; synchronized message computation; Computer architecture; Degradation; Design methodology; Equations; Filling; Iterative decoding; Parity check codes; Scheduling; Sparse matrices; Turbo codes;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech, and Signal Processing, 2004. Proceedings. (ICASSP '04). IEEE International Conference on
ISSN
1520-6149
Print_ISBN
0-7803-8484-9
Type
conf
DOI
10.1109/ICASSP.2004.1327075
Filename
1327075
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