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
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;
Journal_Title :
Signal Processing, IEEE Transactions on
DOI :
10.1109/TSP.2010.2066269