• DocumentCode
    181632
  • Title

    Low complexity construction of low density lattice codes based on array codes

  • Author

    Hernandez, R.A.P. ; Kurkoski, B.M.

  • Author_Institution
    Japan Adv. Inst. of Sci. & Technol., Ishikawa, Japan
  • fYear
    2014
  • fDate
    26-29 Oct. 2014
  • Firstpage
    264
  • Lastpage
    268
  • Abstract
    Recently a variety of lattices called low density lattices codes (LDLC) have been studied because they can be decoded efficiently using belief propagation, and can be seen as a Euclidean space codes analogue to low density parity check codes (LDPC). Previous LDLC lattice designs, like Latin square, are based on high-complexity computer search to eliminate 4-cycles. Array codes have been used to construct LDPC codes efficiently. This work describes the design of LDLC based on array codes. This construction is 4-cycle free and a systematic construction of the parity check matrix. For all cases considered, the LDLC based on array codes have a better symbol error rate performance than the latin square. For example, there is a 0.5 dB gain for dimension n = 91.
  • Keywords
    matrix algebra; parity check codes; Euclidean space codes analogue; LDLC; LDPC; array codes; belief propagation; low complexity construction; low density lattice codes; low density parity check codes; parity check matrix; AWGN channels; Arrays; Encoding; Generators; Lattices; Parity check codes; Sparse matrices;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Theory and its Applications (ISITA), 2014 International Symposium on
  • Conference_Location
    Melbourne, VIC
  • Type

    conf

  • Filename
    6979845