DocumentCode :
1294336
Title :
Relaxation Dynamics in Stochastic Iterative Decoders
Author :
Tehrani, Saeed Sharifi ; Winstead, Chris ; Gross, Warren J. ; Mannor, Shie ; Howard, Sheryl L. ; Gaudet, Vincent C.
Author_Institution :
Dept. of Electr. & Comput. Eng., McGill Univ., Montreal, QC, Canada
Volume :
58
Issue :
11
fYear :
2010
Firstpage :
5955
Lastpage :
5961
Abstract :
Stochastic decoding is a recently proposed approach for graph-based iterative error control decoding. We present and investigate three hysteresis methods for stochastic decoding on graphs with cycles and show their close relationship with the successive relaxation method. Implementation results demonstrate the tradeoff in bit error rate performance with circuit complexity.
Keywords :
error statistics; graph theory; iterative decoding; stochastic processes; BER; bit error rate performance; circuit complexity; graph-based iterative error control decoding; hysteresis methods; relaxation dynamics; stochastic iterative decoders; Iterative decoding; low-density parity-check; stochastic decoding; successive relaxation; sum-product algorithm;
fLanguage :
English
Journal_Title :
Signal Processing, IEEE Transactions on
Publisher :
ieee
ISSN :
1053-587X
Type :
jour
DOI :
10.1109/TSP.2010.2066269
Filename :
5547000
Link To Document :
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