• DocumentCode
    3013226
  • Title

    A novel suboptimal piecewise-linear-log-MAP algorithm for turbo decoding

  • Author

    Ivanov, Yu.Yu. ; Romanyuk, A.N. ; Kulyk, A. Ia ; Stukach, O.V.

  • Author_Institution
    Fac. of Automatics, Electron. & Comput. Syst., Vinnytsia Nat. Tech. Univ., Vinnytsia, Ukraine
  • fYear
    2015
  • fDate
    21-23 May 2015
  • Firstpage
    1
  • Lastpage
    8
  • Abstract
    In this paper, a new suboptimal modification for the log-MAP turbo decoding algorithm is proposed. This method (PL-log-MAP) based on the piecewise linear approximation of the the compensation term (correction function) in the Jacobian logarithm used by the MAP (BCJR) decoder. Using the proposed approximation, the complex functions ln(.) and exp(.) in the log-MAP algorithm can be estimated with high accuracy and lower computational complexity. The efficacy of the proposed approximation is investigated and demonstrated by applying it to digital communication system. The performance of the PL-log-MAP algorithm is shown to have the closest performance to the original log-MAP solution.
  • Keywords
    Jacobian matrices; computational complexity; digital communication; iterative decoding; piecewise linear techniques; turbo codes; Jacobian logarithm; PL-log-MAP algorithm; computational complexity; digital communication system; log-MAP turbo decoding algorithm; piecewise linear approximation; suboptimal piecewise-linear-log-MAP algorithm; Approximation algorithms; Decoding; Iterative decoding; Linear approximation; Piecewise linear approximation; Turbo codes; BER; Jacobian logarithm; MAP (BCJR) algorithm; approximation; compensation term; correction function; iterative decoding; log-MAP; max-log-MAP; turbo code;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control and Communications (SIBCON), 2015 International Siberian Conference on
  • Conference_Location
    Omsk
  • Print_ISBN
    978-1-4799-7102-2
  • Type

    conf

  • DOI
    10.1109/SIBCON.2015.7147195
  • Filename
    7147195