Title :
Clockless Stochastic Decoding of Low-Density Parity-Check Codes
Author :
Onizawa, Naoya ; Gross, Warren J. ; Hanyu, Takahiro ; Gaudet, Vincent C.
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Waterloo, Waterloo, ON, Canada
Abstract :
This paper introduces clock less stochastic decoding for high-throughput low-density parity-check (LDPC) decoders. Stochastic computation provides ultra-low-complexity hardware using simple logic gates. Clock less decoding eliminates global clocking, which eases the worst-case timing restrictions of synchronous stochastic decoders. The lack of synchronization might use outdated bits to update outputs in computation nodes, however, it does not significantly affect output probabilities. A timing model of clock less-computation behaviours under a 90nm CMOS technology is used to simulate the BER performance of the proposed decoding scheme. Based on our models, the proposed decoding scheme significantly reduces error floors due to the "lock-up", problem and achieves superior BER performance compared with conventional synchronous stochastic decoders.
Keywords :
CMOS integrated circuits; decoding; error statistics; parity check codes; stochastic processes; BER; CMOS technology; LDPC decoders; clockless stochastic decoding; global clocking; low-density parity-check codes; stochastic computation; Bit error rate; Decoding; Logic gates; Parity check codes; Stochastic processes; Synchronization; circuit implementation; clockless computation; forward error correction codes; iterative decoding; stochastic computation;
Conference_Titel :
Signal Processing Systems (SiPS), 2012 IEEE Workshop on
Conference_Location :
Quebec City, QC
Print_ISBN :
978-1-4673-2986-6
DOI :
10.1109/SiPS.2012.53