• DocumentCode
    2405946
  • Title

    Performance of Modified Iterative Decoding Algorithm for Product codes

  • Author

    Atta-ur-Rahman ; Ghouri, Sajjad Ahmed ; Adeel, Hanan ; Waheed, Abdul

  • Author_Institution
    Sch. of Eng. & Appl. Sci. (SEAS), ISRA Univ., Islamabad, Pakistan
  • fYear
    2011
  • fDate
    19-21 Oct. 2011
  • Firstpage
    147
  • Lastpage
    151
  • Abstract
    In this paper, a Modified Iterative Decoding Algorithm (MIDA) is investigated for decoding of Product codes. Product codes provide a good code rate as well as a good BER performance. Moreover, they have a brute power to correct burst errors, which are very harmful in digital transmission. It is because product codes are correct row-wise as well as column-wise. Conventional iterative decoding algorithm initially proposed by Al-Askary based upon Maximum Likelihood (ML) scheme, has a huge complexity which is unaffordable for long codes used in real time transmissions. MIDA being a sub-optimum algorithm reduces its complexity in an efficient way by utilizing the basic idea of Syndrome Decoding of Linear Block Codes. So decoding becomes more efficient also the complexity reduction factor increases with each iteration. The worst case complexity of MIDA is closed to that of conventional algorithm but in average case there is huge reduction in complexity, with negligible performance degradation.
  • Keywords
    computational complexity; iterative methods; maximum likelihood estimation; product codes; bit error rate; complexity reduction factor; linear block code; maximum likelihood scheme; modified iterative decoding algorithm; product codes; syndrome decoding; worst case complexity; Block codes; Complexity theory; Iterative decoding; Iterative methods; Maximum likelihood decoding; Product codes; Bit Error Rate; Linear Block Codes; Modified Iterative Decoding Algorithm; Product Codes;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computational Aspects of Social Networks (CASoN), 2011 International Conference on
  • Conference_Location
    Salamanca
  • Print_ISBN
    978-1-4577-1132-9
  • Type

    conf

  • DOI
    10.1109/CASON.2011.6085934
  • Filename
    6085934