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
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;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2004. Proceedings. (ICASSP '04). IEEE International Conference on
Print_ISBN :
0-7803-8484-9
DOI :
10.1109/ICASSP.2004.1327075