• DocumentCode
    614643
  • Title

    A scaling method for stochastic LDPC decoding over the binary symmetric channel

  • Author

    Kuo-Lun Huang ; Gaudet, Vincent ; Salehi, Marzieh

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Northeastern Univ., Boston, MA, USA
  • fYear
    2013
  • fDate
    20-22 March 2013
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    Stochastic decoding is a decoding algorithm for Low-Density Parity-Check (LDPC) codes that leads to lowered routing congestion. Randomization is crucial for generating stochastic bits in stochastic decoders. In this paper, we propose a scaling method for stochastic LDPC decoding over the binary symmetric channel model that is independent of the channel error probability, and thus reduces the complexity in the conversion of received messages into stochastic streams. The scaling method not only improves the error rate performance, but lowers the error floor for stochastic decoding.
  • Keywords
    error statistics; parity check codes; telecommunication network routing; binary symmetric channel; channel error probability; error rate; low-density parity-check codes; received messages; routing congestion; scaling method; stochastic LDPC decoding; stochastic decoding; stochastic streams; Iterative decoding; Signal to noise ratio; Standards; Low-Density Parity-Check (LDPC) codes; Stochastic decoding; binary symmetric channel; stochastic computation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Sciences and Systems (CISS), 2013 47th Annual Conference on
  • Conference_Location
    Baltimore, MD
  • Print_ISBN
    978-1-4673-5237-6
  • Electronic_ISBN
    978-1-4673-5238-3
  • Type

    conf

  • DOI
    10.1109/CISS.2013.6552331
  • Filename
    6552331