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Fundamental study on theory and applications of channel polarization

Research Project

Project/Area Number 22560375
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Communication/Network engineering
Research InstitutionKyoto University

Principal Investigator

TANAKA Toshiyuki  京都大学, 大学院・情報学研究科, 教授 (10254153)

Project Period (FY) 2010 – 2012
Project Status Completed (Fiscal Year 2012)
Budget Amount *help
¥4,290,000 (Direct Cost: ¥3,300,000、Indirect Cost: ¥990,000)
Fiscal Year 2012: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2011: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2010: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Keywords通信路分極 / ポーラ符号 / 通信路容量 / 通信路符号化 / 情報通信工学 / 誤り訂正符号
Research Abstract

Polar codes combined with successive-cancellation decoding, that were newly proposed in 2008, have been attracting attentions of researchers as error-correcting codes that have been proven to saturate the symmetric capacity for any memoryless channel in the limit of long codelength, while requiring relatively low computational complexity in encoding and decoding. In this research project, aiming at obtaining understandings that will be useful in constructing codes with better performance, we have elucidated the phenomenon of channel polarization, which lays the mathematical basis for high performance of polar codes. We have obtained a result on asymptotic decoding error probability in a coderate-dependent form, by refining existing asymptotic results on decoding error probability. We have also studied channel polarization over non-binary alphabet, and have obtained a necessary and sufficient condition for an invertible ?×? matrix on Fq to induce channel polarization.

Report

(4 results)
  • 2012 Annual Research Report   Final Research Report ( PDF )
  • 2011 Annual Research Report
  • 2010 Annual Research Report
  • Research Products

    (19 results)

All 2013 2012 2011 2010 Other

All Journal Article (2 results) (of which Peer Reviewed: 2 results) Presentation (15 results) Remarks (2 results)

  • [Journal Article] Rate-dependent analysis of the asymptotic behavior of channel polarization2013

    • Author(s)
      S. H. Hassani, R. Mori, T. Tanaka, R. Urbanke
    • Journal Title

      IEEE Transactions on Information Theory

      Volume: 59 Issue: 4 Pages: 2267-2276

    • DOI

      10.1109/tit.2012.2228295

    • Related Report
      2012 Annual Research Report 2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] Properties of a certain stochastic dynamical system, channel polarization, and polar codes, Journal of Physics2010

    • Author(s)
      Toshiyuki TANAKA
    • Journal Title

      Conference Series

      Volume: volume 233, paper number 012018 Pages: 13-13

    • DOI

      10.1088/1742-6596/233/1/012018

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Presentation] ある確率的力学系,通信路分極とポーラ符号2012

    • Author(s)
      田中利幸
    • Organizer
      情報とダイナミクスIV研究集会「符号と力学系IV-重合せ・揺らぎ・独立」
    • Place of Presentation
      九州大学箱崎キャンパス
    • Year and Date
      2012-03-17
    • Related Report
      2011 Annual Research Report
  • [Presentation] ある確率的力学系,通信路分極とポーラ符号2012

    • Author(s)
      田中利幸
    • Organizer
      情報とダイナミクスIV研究集会「符号と力学系IV~重合せ・ゆらぎ・独立」
    • Related Report
      2012 Final Research Report
  • [Presentation] 圧縮センシングにおける再重み付けl1最小化の性能解析2011

    • Author(s)
      松下亮祐, 田中利幸
    • Organizer
      情報理論とその応用シンポジウム
    • Place of Presentation
      岩手県岩手郡雫石町
    • Year and Date
      2011-12-02
    • Related Report
      2011 Annual Research Report
  • [Presentation] Statistical mechanical analysis of low-density parity-check codes on general Markoy channel2011

    • Author(s)
      森立平, 田中利幸
    • Organizer
      情報理論とその応用シンポジウム
    • Place of Presentation
      岩手県岩手郡雫石町
    • Year and Date
      2011-11-30
    • Related Report
      2011 Annual Research Report
  • [Presentation] Critical compression ratio for iterative reweighted l1 minimization for compressed sensing2011

    • Author(s)
      R.Matsushita, T.Tanaka
    • Organizer
      Information Theory Workshop 201
    • Place of Presentation
      Paraty, Brazil
    • Year and Date
      2011-10-19
    • Related Report
      2011 Annual Research Report
  • [Presentation] On speed of channel polarization2010

    • Author(s)
      T.Tanaka
    • Organizer
      2010 IEEE Information Theory Workshop
    • Place of Presentation
      アイルランド, ダブリン(招待講演)
    • Year and Date
      2010-08-31
    • Related Report
      2010 Annual Research Report
  • [Presentation] Non-binary polar codes using Reed-Solomon codes and algebraic geometry codes2010

    • Author(s)
      R.Mori, T.Tanaka
    • Organizer
      2010 IEEE Information Theory Workshop
    • Place of Presentation
      アイルランド, ダブリン
    • Year and Date
      2010-08-31
    • Related Report
      2010 Annual Research Report
  • [Presentation] Refined rate of channel polarization2010

    • Author(s)
      T.Tanaka, R.Mori
    • Organizer
      2010 IEEE International Symposium on Information Theory
    • Place of Presentation
      アメリカ合衆国, テキサス州オースティン
    • Year and Date
      2010-06-17
    • Related Report
      2010 Annual Research Report
  • [Presentation] Chanel polarization on qary discrete memoryless channels by arbitrary kernels2010

    • Author(s)
      R.Mori, T.Tanaka
    • Organizer
      2010 IEEE International Symposium on Information Theory
    • Place of Presentation
      アメリカ合衆国, テキサス州オースティン
    • Year and Date
      2010-06-17
    • Related Report
      2010 Annual Research Report
  • [Presentation] Channel polarization on q-ary discrete memoryless channels by arbitrary kernels2010

    • Author(s)
      Ryuhei MORI and Toshiyuki TANAKA
    • Organizer
      Proceedings of the 2010 IEEE International Symposium on Information Theory
    • Place of Presentation
      Austin, Texus, USA
    • Related Report
      2012 Final Research Report
  • [Presentation] Refined rate of channel polarization2010

    • Author(s)
      Toshiyuki TANAKA and Ryuhei MORI
    • Organizer
      Proceedings of the 2010 IEEE International Symposium on Information Theory
    • Place of Presentation
      Austin, Texus, USA
    • Related Report
      2012 Final Research Report
  • [Presentation] Channel polarization: A route to capacity-achieving error-correcting codes2010

    • Author(s)
      Toshiyuki TANAKA
    • Organizer
      Workshop on Statistical Physics and Computer Science (Beijing Satellite Meeting of STATPHYS-24)
    • Place of Presentation
      Beijing
    • Related Report
      2012 Final Research Report
  • [Presentation] On speed of channel polarization2010

    • Author(s)
      Toshiyuki TANAKA
    • Organizer
      Proceedings of the 2010 IEEE Information Theory Workshop
    • Place of Presentation
      Dublin, Ireland
    • Related Report
      2012 Final Research Report
  • [Presentation] Non-binary polar codes using Reed-Solomon codes and algebraic geometry codes2010

    • Author(s)
      Ryuhei MORI and Toshiyuki TANAKA
    • Organizer
      Proceedings of the 2010 IEEE Information Theory Workshop
    • Place of Presentation
      Dublin, Ireland
    • Related Report
      2012 Final Research Report
  • [Presentation] ポーラ符号から構成する量子誤り訂正符号の検討2010

    • Author(s)
      萩原学,森立平,田中利幸,今井秀樹
    • Organizer
      第33回情報理論とその応用シンポジウム
    • Related Report
      2012 Final Research Report
  • [Remarks] 論文プレプリント:Ryuhei MORI and Toshiyuki TANAKA, Source and channel polarization over finite fields and Reed-Solomon matrix, [Online]. Available as arXiv preprint: arXiv:1211.5264v1 [cs.IT], 2012.

    • URL

      http://arxiv.org/abs/1211.5264

    • Related Report
      2012 Final Research Report
  • [Remarks] 本研究課題の成果を取りまとめた投稿済み(査読中)の論文の原稿はプレプリントサーバーに登録する形で公開しており,以下のURLからダウンロードすることが可能である

    • URL

      http://arxiv.org/abs/1110.0194

    • Related Report
      2011 Annual Research Report

URL: 

Published: 2010-08-23   Modified: 2019-07-29  

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