• DocumentCode
    1425803
  • Title

    A matrix-theoretic approach for analyzing quasi-cyclic low-density parity-check codes

  • Author

    Diao, Qiuju ; Huang, Qin ; Lin, Shu ; Abdel-Ghaffar, Khaled

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Univ. of California, Davis, CA, USA
  • Volume
    58
  • Issue
    6
  • fYear
    2012
  • fDate
    6/1/2012 12:00:00 AM
  • Firstpage
    4030
  • Lastpage
    4048
  • Abstract
    A matrix-theoretic approach for studying quasi-cyclic codes based on matrix transformations via Fourier transforms and row and column permutations is developed. These transformations put a parity-check matrix in the form of an array of circulant matrices into a diagonal array of matrices of the same size over an extension field. The approach is amicable to the analysis and construction of quasi-cyclic low-density parity-check codes since it takes into account the specific parity-check matrix used for decoding with iterative message-passing algorithms. Based on this approach, the dimension of the codes and parity-check matrices for the dual codes can be determined. Several algebraic and geometric constructions of quasi-cyclic codes are presented as applications along with simulation results showing their performance over additive white Gaussian noise channels decoded with iterative message-passing algorithms.
  • Keywords
    Fourier transforms; cyclic codes; matrix algebra; parity check codes; Fourier transforms; Gaussian noise channels; algebraic constructions; geometric constructions; matrix-theoretic approach; message-passing algorithm iteration; parity-check matrix; quasi-cyclic low-density parity-check code; Arrays; Fourier transforms; Generators; Null space; Parity check codes; Vectors; Array of circulants; Fourier transform; code construction; low-density parity-check (LDPC) code; quasi-cyclic (QC) code; rank;
  • fLanguage
    English
  • Journal_Title
    Information Theory, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9448
  • Type

    jour

  • DOI
    10.1109/TIT.2012.2184834
  • Filename
    6134665