• 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