DocumentCode :
1850729
Title :
Reliability-based high-efficient dynamic schedules for belief propagation decoding of LDPC codes
Author :
Lijun Zhang ; Jie Huang ; Cheng, L.L.
Author_Institution :
Sch. of Electr. & Inf. Eng., Beijing Jiaotong Univ., Beijing, China
Volume :
2
fYear :
2012
fDate :
21-25 Oct. 2012
Firstpage :
1388
Lastpage :
1392
Abstract :
Four reliability-based high-efficient dynamic schedules (RHDS) for belief propagation (BP) decoding of low-density parity-check codes are proposed. The RHDS only processes one variable (or check) node, which has the maximum relative residual among all the variable (or check) nodes in each decoding iteration, thus keeping less greediness and decreasing complexity in comparison with egde-wise variable-to-check residual belief propagation (VC-RBP) algorithm. Simulation results show that RHDS´s convergence rate is higher than VC-RBP while still keeping very low computational complexity.
Keywords :
communication complexity; iterative decoding; parity check codes; telecommunication network reliability; BP decoding; LDPC codes; RHDS; VC-RBP algorithm; belief propagation decoding; computational complexity; convergence rate; decoding iteration; decreasing complexity; egde-wise variable-to-check residual belief propagation (VC-RBP) algorithm; low-density parity-check codes; reliability-based high-efficient dynamic schedules; LDPC codes; belief propagtion (BP); dynamic schedules;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signal Processing (ICSP), 2012 IEEE 11th International Conference on
Conference_Location :
Beijing
ISSN :
2164-5221
Print_ISBN :
978-1-4673-2196-9
Type :
conf
DOI :
10.1109/ICoSP.2012.6491835
Filename :
6491835
Link To Document :
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