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Construction Methods of High Performance LDPC Codes

Research Project

Project/Area Number 18560368
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Communication/Network engineering
Research InstitutionTokyo Institute of Technology

Principal Investigator

SAKANIWA Kohichi  Tokyo Institute of Technology, Graduate School of Science & Engineering, Professor (30114870)

Project Period (FY) 2006 – 2007
Project Status Completed (Fiscal Year 2007)
Budget Amount *help
¥3,920,000 (Direct Cost: ¥3,500,000、Indirect Cost: ¥420,000)
Fiscal Year 2007: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Fiscal Year 2006: ¥2,100,000 (Direct Cost: ¥2,100,000)
KeywordsLDPC codes / Multi-Edge type / symmetry property / Density Evolution / Modified Expander codes / repetition decoding / MDS array codes / decodable in linear time / 密度発展性 / 繰り返し符号法
Research Abstract

Though the LDPC (Low Density Parity Check) codes are known as the codes to attain very good and close performance to the Shannon's limit, there still remain some basic problems to be resolved: e.g., (1) to derive detailed described code ensembles and evaluate their performance efficiently, (2) to construct LDPC codes with algebraic structure which are important in practical implementation.
To solve these two basic problems, we in this research have proposed (1) a new class of Multi-Edge type LDPC code ensembles and an efficient DE (Density Evolution) for the proposed ensembles, (2) new modified expander codes and MDS (Maximum Distance Separable) array codes which are easy to implement as well as high performance.
In the fiscal year 2006, (1) we developed DE (Density Evolution) for the new class of Multi-Edge type LDPC code ensembles which are constructed based on the newly found symmetry property, (2) proposed Justesen like modified expander codes which are decodable in linear time with the minimum distance repeat decoding and having asymptotically good performance.
In the fiscal year 2007, (1) for the proposed new class of Multi-Edge type LDPC code ensembles, we have derived the weight distributions and the Stopping Set distributions and confirmed the effectiveness of the proposed code ensembles, (2) by comparing the proposed codes with the corresponding conventional ones we have found that the proposed codes exhibit sufficiently good performance and are thought to be very effective in practice.

Report

(3 results)
  • 2007 Annual Research Report   Final Research Report Summary
  • 2006 Annual Research Report
  • Research Products

    (45 results)

All 2007 2006

All Journal Article (18 results) (of which Peer Reviewed: 7 results) Presentation (27 results)

  • [Journal Article] Sufficient Conditions for a Regular LDPC Code Better than an Irregular LDPC Code2007

    • Author(s)
      S. Miyamaoto, K. Kasai, T. Shibuya and K. Sakaniwa
    • Journal Title

      IEICE Trans. on Fundamentals vol.E90-A

      Pages: 531-534

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Annual Research Report 2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] Modified low-density MDS array codes for tolerating double disk failures in disk arrays2007

    • Author(s)
      H. Fujita and K. Sakaniwa
    • Journal Title

      IEEE Trans. on Comput. vol.56

      Pages: 563-566

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Annual Research Report 2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] Performance of Standard Irregular LDPC Codes under Maximum Likeli hood Decoding2007

    • Author(s)
      R. Ikegaya, K. Kasai T. Shibuya and K. Sakaniwa
    • Journal Title

      IEICE Trans. on Fundamentals vol.E90-A

      Pages: 1432-1443

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] Average Bit Erasure Probability of Regular LDPC Code Ensembles under MAP Decoding over BEC2007

    • Author(s)
      T. Itsui, K. Kasai, T. Shibuya and K. Sakaniwa
    • Journal Title

      IEICE Trans. on Fundamentals vol.E90-A

      Pages: 1763-1771

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Annual Research Report 2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] Sufficient Conditions for a Reg- ular LDPC Code Better than an Irregular LDPC Code2007

    • Author(s)
      S., Miyamaoto, K., Kasai, T., Shibuya, K., Sakaniwa
    • Journal Title

      IEICE Trans. on Fundamentals vol. E90-A, no. 2

      Pages: 531-534

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Modified low-density MDS array codes for tolerating double disk fail- ures in disk arrays2007

    • Author(s)
      H., Fujita, K., Sakaniwa
    • Journal Title

      IEEE Trans. on Comput vol. 56, no. 4

      Pages: 563-566

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Performance of Standard Irregular LDPC Codes under Maximum Likelihood Decoding2007

    • Author(s)
      R., Ikegaya, K., Kasai T., Shibuya, K., Sakaniwa
    • Journal Title

      IEICE Trans. on Fundamentals vol. E90-A, no. 7

      Pages: 1432-1443

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Average Bit Erasure Probability of Regular LDPC Code Ensembles under MAP Decoding over BEC2007

    • Author(s)
      T., Itsui, K., Kasai, T., Shibuya, K., Sakaniwa
    • Journal Title

      IEICE Trans. on Fundamentals vol. E90-A, no. 9

      Pages: 1763-1771

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Performance of Standard Irregular LDPC Codes under Maximum Likelihood Decoding2007

    • Author(s)
      R. Ikegaya, K. Kasai T. Shibuya and K. Sakaniwa
    • Journal Title

      IEICE Trans. on Fundamentals vol.E90-A

      Pages: 1432-1443

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Average Coset Weight Distribution of Multi-Edge Type LDPC Code Ensembles2006

    • Author(s)
      K. Kasai, S. Miyamoto, T. Shibuya and K. Sakaniwa
    • Journal Title

      IEICE Trans. on Fundamentals vol.E89-A

      Pages: 2519-2525

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] Design of Irregular Repeat Accumulate Codes with Joint Degree Distributions2006

    • Author(s)
      K. Kasai, S. Miyamoto, T. Shibuya and K. Sakaniwa
    • Journal Title

      IEICE Trans. on Fundamentals vol.E89-A

      Pages: 3351-3354

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] Average Coset Weight Distribution of Multi-Edge Type LDPC Code Ensembles2006

    • Author(s)
      K., Kasai, Y., Shimoyama, T., Shibuya, K., Sakaniwa
    • Journal Title

      IEICE Trans. on Fundamentals vol. E89-A, no. 10

      Pages: 2519-2525

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Design of Irregular Repeat Accu- mulate Codes with Joint Degree Distributions2006

    • Author(s)
      K., Kasai, S., Miyamaoto, T., Shibuya, K., Sakaniwa
    • Journal Title

      IEICE Trans. on Fundamentals vol. E89-A, no. 11

      Pages: 3351-3354

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Modified low-density MDS array codes for tolerating double disk failures in disk arrays,2006

    • Author(s)
      H.Fujita, K.Sakaniwa
    • Journal Title

      IEEE Trans. Comput. (to appear)

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Some classes of quasi-cyclic LDPC codes : Properties and efficient encoding method,2006

    • Author(s)
      H.Fujita, K.Sakaniwa
    • Journal Title

      IEICE Trans. Fundamentals (to appear)

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Average Coset Weight Distribution of Multi-Edge Type LDPC Code Ensembles,2006

    • Author(s)
      K.Kasai, Y.Shimoyama, T.Shibuya, K.Sakaniwa
    • Journal Title

      IEICE Trans. Fundamentals E89-A

      Pages: 2519-2525

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Asymptotic Average Coset Weight Distribution of Multi-Edge Type LDPC Code Ensembles,2006

    • Author(s)
      K.Kasai, Y.Shimoyama, T.Shibuya, K.Sakaniwa
    • Journal Title

      Proc. of ISITA 2006 (CDROM)

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Support Weight Distribution of Regular LDPC Code Ensembles,2006

    • Author(s)
      T.Itsui, K.Kasai, R.Ikegaya, T.Shibuya, K.Sakaniwa
    • Journal Title

      Proc. of ISITA 2006 (CDROM)

    • Related Report
      2006 Annual Research Report
  • [Presentation] 詳細に規定された非正則LDPC符号アンサンブルに対する残余グラフ次数分布の解析2007

    • Author(s)
      野崎 隆之, 笠井 健太, 渋谷 智治, 坂庭 好一
    • Organizer
      第30回 情報理論とその応用シンポジウム
    • Place of Presentation
      賢島 日本
    • Year and Date
      2007-10-30
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Evolution of Degree Distribution of Resid- ual Graphs for Detailedly Represented Irregular LDPC Code Ensembles2007

    • Author(s)
      T., Nozaki, K., Kasai, T., Shibuya, K., Sakaniwa
    • Organizer
      Proc. of SITA (Symposium on Information Theory and its Applications) 2007, pp.774-779
    • Place of Presentation
      Kashiko-jima Japan
    • Year and Date
      2007-10-30
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] 詳細に規定された非正則LDPC符号アンサンブルに対する残余グラフ次数分布の解析2007

    • Author(s)
      野崎 隆之, {笠井 健太}, 渋谷 智治, 坂庭 好一
    • Organizer
      第30回 情報理論とその応用シンポジウム
    • Place of Presentation
      賢島
    • Year and Date
      2007-10-30
    • Related Report
      2007 Annual Research Report
  • [Presentation] 詳細に規定された非正則LDPC符号アンサンブルのBP復号における漸近的なエラーフロアの解析2007

    • Author(s)
      森 立平, 笠井 健太, 渋谷 智治, 坂庭 好一
    • Organizer
      第30回 情報理論とその応用シンポジウム
    • Place of Presentation
      賢島 日本
    • Year and Date
      2007-10-28
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] 符号長に比例する最小距離を有するTwo-Edge type LDPC符号アンサンブルの条件2007

    • Author(s)
      中仙道 剛, 笠井 健太, 渋谷 智治, 坂庭 好一
    • Organizer
      第30回 情報理論とその応用シンポジウム
    • Place of Presentation
      賢島 日本
    • Year and Date
      2007-10-28
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Asymptotic Error Floors of Detailedly Repre-sented Irregular LDPC Code Ensembles Under BP Decoding2007

    • Author(s)
      R., Mori, K., Kasai, T., Shibuya, K., Sakaniwa
    • Organizer
      Proc. of SITA (Symposium on Information Theory and its Applications) 2007, pp.313-318
    • Place of Presentation
      Kashiko-jima Japan
    • Year and Date
      2007-10-28
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Constant Relative Minimum Dis-tance,"2007

    • Author(s)
      T., Nakasendo, K., Kasai, T., Shibuya, K., Sakaniwa
    • Organizer
      Proc. of SITA (Symposium on Information Theory and its Applications) 2007, pp.319-324
    • Place of Presentation
      Kashiko-jima Japan
    • Year and Date
      2007-10-28
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] 詳細に規定された非正則LDPC符号アンサンブルのBP復号における漸近的なエラーフロアの解析2007

    • Author(s)
      森 立平, {笠井 健太}, 渋谷 智治, 坂庭 好一
    • Organizer
      第30回 情報理論とその応用シンポジウム
    • Place of Presentation
      賢島
    • Year and Date
      2007-10-28
    • Related Report
      2007 Annual Research Report
  • [Presentation] 符号長に比例する最小距離を有する Two-Edge type LDPC符号アンサンブルの条件2007

    • Author(s)
      中仙道 剛, {笠井 健太}, 渋谷 智治, 坂庭 好一
    • Organizer
      第30回 情報理論とその応用シンポジウム
    • Place of Presentation
      賢島
    • Year and Date
      2007-10-28
    • Related Report
      2007 Annual Research Report
  • [Presentation] Tight Bounds of Minimum Distance Distributions of Irregular LDPC Code Ensembles2007

    • Author(s)
      S. Miyamoto, K. Kasai, T. Shibuya, and K. Sakaniwa
    • Organizer
      IEEE ISIT 2007
    • Place of Presentation
      Nice France
    • Year and Date
      2007-06-25
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Tight Bounds of Minimum Dis-tance Distributions of Irregular LDPC Code En-sembles2007

    • Author(s)
      S., Miyamoto, K., Kasai, T., Shibuya, K., Sakaniwa
    • Organizer
      Proc. of IEEE International Symposium on In-formation Theory (ISIT 2007), pp.756-760
    • Place of Presentation
      Nice France
    • Year and Date
      2007-06-25
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Tight Bounds of Minimum Distance Distributions of Irregular LDPC Code Ensembles2007

    • Author(s)
      S. Miyamoto, {K. Kasai}, T. Shibuya, and K. Sakaniwa
    • Organizer
      IEEE International Symposium on Information Theory
    • Place of Presentation
      FRANCE NICE
    • Year and Date
      2007-06-25
    • Related Report
      2007 Annual Research Report
  • [Presentation] Capacity-Achieving Irregular LDPC-GM Codes with Bounded Graphical Complexity on Noisy Channels2007

    • Author(s)
      T. Awano, K. Kasai, T. Shibuya, and K. Sakaniwa
    • Organizer
      2007 Hawaii and SITA Joint Conference on Information Theory
    • Place of Presentation
      Honolulu Hawaii
    • Year and Date
      2007-05-29
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Capacity-Achieving Irregular LDPC-GM Codes with Bounded Graphical Complexity on Noisy Channels2007

    • Author(s)
      T., Awano, K., Kasai, T., Shibuya, K., Sakaniwa
    • Organizer
      Proc. of 2007 Hawaii and SITA Joint Confer-ence on Information Theory (HISC 2007), pp.6-11
    • Place of Presentation
      Honolulu Hawaii
    • Year and Date
      2007-05-29
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Capacity-Achieving Irregular LDPC-GM Codes with Bounded Graphical Complexity on Noisy Channels2007

    • Author(s)
      T. Awano, {K. Kasai}, T. Shibuya, and K. Sakaniwa
    • Organizer
      Proc. of 2007 Hawaii and SITA Joint Conference on Information Theory
    • Place of Presentation
      Hawaii
    • Year and Date
      2007-05-29
    • Related Report
      2007 Annual Research Report
  • [Presentation] Minimum Distance Distributions of Irregular LDPC Code Ensembles2006

    • Author(s)
      S. Miyamaoto, K. Kasai, T. Shibuya and K. Sakaniwa
    • Organizer
      SITA 2006
    • Place of Presentation
      Hakodate Japan
    • Year and Date
      2006-11-29
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Performance Analysis of LDPC Code Ensembles with Support Weight Distribution2006

    • Author(s)
      T. Itsui, K. Kasai, T. Shibuya and K. Sakaniwa
    • Organizer
      SITA 2006
    • Place of Presentation
      Hakodate Japan
    • Year and Date
      2006-11-29
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Minimum Distance Distributions of Irregular LDPC Code Ensembles2006

    • Author(s)
      S, Miyamoto, K. Kasai, T. Shibuya, K. Sakaniwa
    • Organizer
      Proc. of SITA (Symposium on Information Theory and its Applications) 2006, pp.457-460
    • Place of Presentation
      Hakodate Japan
    • Year and Date
      2006-11-29
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Performance Analysis of LDPC Code Ensembles with Support Weight Distribution2006

    • Author(s)
      T., Itsui, K., Kasai, T., Shibuya, K., Sakaniwa
    • Organizer
      Proc. of SITA (Symposium on Information Theory and its Applications) 2006, pp.461-464
    • Place of Presentation
      Hakodate Japan
    • Year and Date
      2006-11-29
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Asymptotic Average Coset Weight Distribution of Multi-Edge Type LDPC Code Ensembles2006

    • Author(s)
      K. Kasai, Y. Shimoyama, T. Shibuya and K. Sakaniwa
    • Organizer
      ISITA 2006
    • Place of Presentation
      Seoul Korea
    • Year and Date
      2006-10-30
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Support Weight Distribution of Regular LDPC Code Ensembles,2006

    • Author(s)
      T. Itsui, K. Kasai, R. Ikegaya, T. Shibuya and K. Sakaniwa
    • Organizer
      ISITA 2006
    • Place of Presentation
      Seoul Korea
    • Year and Date
      2006-10-30
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Support Weight Distribution of Regular LDPC Code Ensembles2006

    • Author(s)
      T., Itsui, K., Kasai, R., Ikegaya, T., Shibuya, K., Sakaniwa
    • Organizer
      Proc. of ISITA (International Symposium on Information Theory and its Applications) 2006, pp.729-734
    • Place of Presentation
      Seoul Korea
    • Year and Date
      2006-10-30
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Performance of Standard Irregular LDPC Codes under Maximum Likelihood Decoding2006

    • Author(s)
      R. Ikegaya, K. Kasai, T. Shibuya and K. Sakaniwa
    • Organizer
      Workshop on LDPC Codes
    • Place of Presentation
      Miura Japan
    • Year and Date
      2006-08-31
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Performance of Standard Irregular LDPC Codes under Maximum Likelihood Decoding2006

    • Author(s)
      R., Ikegaya, K., Kasai T., Shibuya, K., Sakaniwa
    • Organizer
      Proc. of Workshop on LDPC Codes, p.12
    • Place of Presentation
      Miura Japan
    • Year and Date
      2006-08-31
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Asymptotic Average Coset Weight Distribution of Multi-Edge Type LDPC Code En-sembles2006

    • Author(s)
      K., Kasai, Y., Shimoyama, T., Shibuya, K., Sakaniwa
    • Organizer
      Proc. of ISITA (International Symposium on Information Theory and its Applications) 2006, pp.723-728
    • Place of Presentation
      Seoul Korea
    • Year and Date
      2006-08-30
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Second Support Weight Distribution of Regular LDPC Code Ensembles2006

    • Author(s)
      T. Itsui, K. Kasai, R. Ikegaya, T. Shibuya and K. Sakaniwa
    • Organizer
      IEEE ISIT 2006
    • Place of Presentation
      Seattle USA
    • Year and Date
      2006-07-13
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Second Support Weight Distribu-tion of Regular LDPC Code Ensembles2006

    • Author(s)
      T., Itsui, K., Kasai, R., Ikegaya, T., Shibuya, K., Sakaniwa
    • Organizer
      Proc. IEEE ISIT 2006, pp.2879-2883
    • Place of Presentation
      Seattle USA
    • Year and Date
      2006-07-13
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary

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Published: 2006-04-01   Modified: 2016-04-21  

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