DocumentCode :
2444054
Title :
A Channel-Adaptive Early Termination strategy for LDPC decoders
Author :
Chen, Yu-Hsin ; Chen, Yi-Ju ; Shih, Xin-Yu ; Wu, An-Yeu
Author_Institution :
Dept. of Electr. Eng., Nat. Taiwan Univ., Taipei, Taiwan
fYear :
2009
fDate :
7-9 Oct. 2009
Firstpage :
226
Lastpage :
231
Abstract :
In this paper, we propose a new Channel-Adaptive Early Termination (CAET) strategy to early stop Low-Density Parity-Check (LDPC) decoders. Our method checks the sign-changing rate of the log-likelihood ratios, and is able to perform the early termination under all SNR ranges with simple methodology. The average decoding latency can be decreased from the preset number of 8 to 6.73 iterations with negligible performance degradation. In addition, we create the BER Performance Loss Ratio (BPLR) index to evaluate the performance loss of different ET criteria. Compared to the hard-decision-aided criterion, our CAET strategy reduces the decoding iterations effectively and improves the BPLR by 76.6%.
Keywords :
adaptive codes; adaptive decoding; channel coding; error statistics; iterative decoding; parity check codes; BER performance loss ratio index; BPLR; CAET; LDPC; average decoding latency; bit error rate; channel-adaptive early termination strategy; decoding iteration; log-likelihood ratio; low-density parity-check decoder; sign-changing rate; Bit error rate; Degradation; Delay; Hardware; Iterative decoding; Parity check codes; Performance loss; Sparse matrices; Throughput; Turbo codes; LDPC; early termination;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signal Processing Systems, 2009. SiPS 2009. IEEE Workshop on
Conference_Location :
Tampere
ISSN :
1520-6130
Print_ISBN :
978-1-4244-4335-2
Electronic_ISBN :
1520-6130
Type :
conf
DOI :
10.1109/SIPS.2009.5336256
Filename :
5336256
Link To Document :
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