• DocumentCode
    1467513
  • Title

    LLR Approximation for Wireless Channels Based on Taylor Series and its Application to BICM With LDPC Codes

  • Author

    Asvadi, Reza ; Banihashemi, Amir H. ; Ahmadian-Attari, Mahmoud ; Saeedi, Hamid

  • Author_Institution
    Dept. of Electr. & Comput. Eng., K.N. Toosi Univ. of Technol., Tehran, Iran
  • Volume
    60
  • Issue
    5
  • fYear
    2012
  • fDate
    5/1/2012 12:00:00 AM
  • Firstpage
    1226
  • Lastpage
    1236
  • Abstract
    A new approach for the approximation of the channel log-likelihood ratio (LLR) for wireless channels based on Taylor series is proposed. The approximation is applied to uncorrelated flat fading channels with unknown channel state information at the receiver. It is shown that the proposed approximation greatly simplifies the calculation of channel LLRs, and yet provides results almost identical to those based on the exact calculation of channel LLRs. The results are obtained in the context of bit-interleaved coded modulation (BICM) schemes with low-density parity-check (LDPC) codes, and include threshold calculations and error rate performance of finite-length codes. Compared to the existing approximations, the proposed method is either significantly less complex, or considerably more accurate.
  • Keywords
    approximation theory; fading channels; interleaved codes; parity check codes; radio receivers; BICM; LDPC codes; Taylor series; bit-interleaved coded modulation schemes; channel LLR approximation; channel log-likelihood ratio approximation; channel state information; error rate performance; finite-length codes; low-density parity-check codes; radio receiver; uncorrelated flat fading channels; wireless channels; Binary phase shift keying; Fading; Linear approximation; Parity check codes; Taylor series; LLR approximation; Log-likelihood ratio (LLR); Rayleigh fading; SNR threshold; bit-interleaved coded modulation (BICM); decoding threshold; flat fading; iterative decoding; low-density parity-check (LDPC) codes; uncorrelated Rayleigh fading; wireless channels;
  • fLanguage
    English
  • Journal_Title
    Communications, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0090-6778
  • Type

    jour

  • DOI
    10.1109/TCOMM.2012.030712.110142
  • Filename
    6168188