• DocumentCode
    2358015
  • Title

    Propagation of LLR Saturation and Quantization Error in LDPC Min-Sum Iterative Decoding

  • Author

    Kanistras, Nikos ; Tsatsaragkos, I. ; Paliouras, Vassilis

  • Author_Institution
    Electr. & Comput. Eng. Dept., Univ. of Patras, Patras, Greece
  • fYear
    2012
  • fDate
    17-19 Oct. 2012
  • Firstpage
    276
  • Lastpage
    281
  • Abstract
    In this paper we investigate the propagation in the decoding procedure of the error due to the finite-word-length representation of the LLRs, for the case of LDPC codes. A model is developed that quantifies the impact of the quantization error of the LLRs on the decoding performance, in case of iterative decoding using the Min-Sum algorithm. An older model, also developed by the authors, exploits the new one in order to estimate the performance of various LLR quantization schemes. Proposed model estimation is compared with experimental BER results, in order to be validated.
  • Keywords
    iterative decoding; parity check codes; quantisation (signal); BER; LDPC codes; LDPC min-sum iterative decoding algorithm; LLR quantization schemes; LLR saturation propagation; finite-word-length representation; low-density parity-check codes; quantization error; Computational modeling; Decoding; Degradation; Iterative decoding; Quantization; Roundoff errors; LDPC decoding; LLR quantization; finite wordlength effects; soft-decoding;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing Systems (SiPS), 2012 IEEE Workshop on
  • Conference_Location
    Quebec City, QC
  • ISSN
    2162-3562
  • Print_ISBN
    978-1-4673-2986-6
  • Type

    conf

  • DOI
    10.1109/SiPS.2012.22
  • Filename
    6363268