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Studies on recursive maximum likelihood decoding and suboptimum decoding algorithms for nonlinear subcodes of linear block codes

Research Project

Project/Area Number 14550357
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field 情報通信工学
Research InstitutionOsaka University

Principal Investigator

FUJIWARA Toru  Osaka University, Grad.Sch.Information Science and Technology, Professor, 大学院・情報科学研究科, 教授 (70190098)

Project Period (FY) 2002 – 2003
Project Status Completed (Fiscal Year 2003)
Budget Amount *help
¥3,100,000 (Direct Cost: ¥3,100,000)
Fiscal Year 2003: ¥1,100,000 (Direct Cost: ¥1,100,000)
Fiscal Year 2002: ¥2,000,000 (Direct Cost: ¥2,000,000)
Keywordslinear block code / nonlinear subcode / recursive maximum likelihood decoding / iterative decoding / local distance profile / 繰り返し復号法 / 部分符号 / 非線形性 / 最尤復号 / 再帰的最尤復号
Research Abstract

(1) For the minimum weight subcodes of Reed-Muller (RM) codes and BCH codes, the computational complexity of the recursive maximum likelihood decoding is dominated by those for a few sections in upper levels. For these sections, to find only good metrics, the trellis structure is studied, mainly for RM codes. As a result, for the minimum weight subcodes of (64, 42) RM code, some regular structure similar to that for the (64, 42) RM code itself is found. For an iterative decoding using the recursive maximum likelihood decoding for the minimum weight subcode with the majority logic decoding for the initial candidate, the relation between the error probability and the decoding complexity is examined. If the number of the iteration and threshold are properly chosen, the decoding complexity is reduced to 80% at SNR 3dB.
(2) For the local distance profile which is important for the performance evaluation, an algorithm for computing it using the invariant property for symbol position is devised. For a group of permutation under which the code is closed, choose a subcode which is also invariant. The set of cosets of the subcode in the code is partitioned into blocks in which every coset equally contributes the local distance profile. Then, the contribution of every representative coset is computed. For several codes for which their local distance profiles were unknown, the local distance profiles have been computed.
(3) For a soft-input soft-output decoding, an iterative type decoding using the minimum distance codeword search is considered. Using the structure of Reed-Muller code, the computational complexity is reduced.
(4) The above mentioned decoding methods are suitable for the inner code of the concatenated coding scheme. Good (64, 40) codes as the inner code are searched among the shortened MDS codes, and several good codes are found. Also, by permuting symbol ordering, the complexity of the recursive maximum likelihood decoding is shown to be small.

Report

(3 results)
  • 2003 Annual Research Report   Final Research Report Summary
  • 2002 Annual Research Report
  • Research Products

    (10 results)

All Other

All Publications (10 results)

  • [Publications] Yasunaga, K., Fujiwara, T.: "An Algorithm for Computing the Local Distance Profile of Binary Linear Codes Closed under a Group of Permutations"IEICE Technical Report. 103. 37-41 (2003)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Asatani, J., Koumoto, T., Fujiwara, T., Kasami, T.: "Soft-Input Soft-Output Decoding Algorithm Based on Iterative Minimum Distance Search for Reed-Muller Codes"Proceedings of the 26th Symposium on Information Theory and Its Applications. 1. 1-4 (2003)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Asatani, J., Koumoto, T., Fujiwara, T., Kasami, T.: "Soft-Input Soft-Output Decoding Algorithm Using a Structure of the Set of Minimum Weight Codewords of Reed-Muller Codes"IEICE Technical Report. 103. 115-120 (2004)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Asatani, J., Koumoto, T., Fujiwara, T., Kasami, T.: "Iterative Decoding of Product Codes Using Minimum Distance Search Based Soft-Input Soft-Output Decoding Algorithm"To be included in Proceedings of 2004 IEEE International Symposium on Information Theory. (掲載予定). (2004)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Yasunaga, K., Fujiwara, T.: "An Algorithm for Computing the Local Distance Profile of Binary Linear Codes Closed under a Group of Permutations"IEICE Technical Report. Vol.103,No.308. 37-41 (2003)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Asatani, J., Koumoto, T., Fujiwara, T., Kasami, T.: "Soft-Input Soft-Output Decoding Algorithm Based on Iterative Minimum Distance Search for Reed-Muller Codes"Proceedings of the 26th Symposium on Information Theory and Its Applications. Vol.1. 1-4 (2003)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Asatani, J., Koumoto, T., Fujiwara, T., Kasami, T.: "Soft-Input Soft-Output Decoding Algorithm Using a Structure of the Set of Minimum Weight Codewords of Reed-Muller Codes With Simulation Results"IEICE Technical Report. Vol.103,No.711. 115-120 (2004)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Asatani, J., Koumoto, T., Fujiwara, T., Kasami, T.: "Iterative Decoding of Product Codes Using Minimum Distance Search Based Soft-Input Soft-Output Decoding Algorithm"To be included in Proceedings of 2004 IEEE International Symposium on Information Theory.

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] 安永 憲司 他: "2元線形符号における記号位置置換不変性を用いた局所距離分布の計算法"電子情報通信学会技術研究報告. 37-41 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] Jun Asatani 他: "Soft-Input Soft-Output Decoding Algorithm Based on Iterative Minimum Distance Search for Reed-Muller Codes"26th Symposium on Information Theory and Its Applications. 1-4 (2003)

    • Related Report
      2003 Annual Research Report

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Published: 2002-04-01   Modified: 2016-04-21  

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