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Evaluation of error exponents and reducing complexity on the decision feedback schemes using linear codes and LDPC codes

Research Project

Project/Area Number 17K00020
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Theory of informatics
Research InstitutionTokyo City University

Principal Investigator

NIINOMI Toshihiro  東京都市大学, 知識工学部, 講師 (30247225)

Co-Investigator(Kenkyū-buntansha) 八木 秀樹  電気通信大学, 大学院情報理工学研究科, 准教授 (60409737)
細谷 剛  東京理科大学, 工学部情報工学科, 講師 (60514403)
Project Period (FY) 2017-04-01 – 2020-03-31
Project Status Completed (Fiscal Year 2019)
Budget Amount *help
¥3,380,000 (Direct Cost: ¥2,600,000、Indirect Cost: ¥780,000)
Fiscal Year 2019: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
Fiscal Year 2018: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2017: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Keywords判定帰還(ARQ)方式 / 誤り指数 / Shulman-Feder上界式 / 線形符号 / LDPC符号 / 判定基準 / レギュラー通信路 / DS2上界式 / 判定帰還方式 / S2上界式 / 誤り確率の上界式 / 符号化定理 / 計算量
Outline of Final Research Achievements

In this study, in the decision feedback (ARQ) method using the feedback channel, the decision criterion of the decision feedback method (strict decision criterion and simplified decision criterion) is applied to the ensemble of linear codes and LDPC codes. Then, we derived the error exponent and the upper bound of the error probability for a finite code length. Then, since the results of evaluating the error probability more precisely than the conventional analysis, it was shown that the same error probability can be achieved with a shorter code length. If a code with a shorter code length can be used, the amount of calculation can be reduced. Therefore, in this study, it was clarified that the effect of reducing the amount of calculation by the decision feedback method is larger than the result evaluated in the conventional research.

Academic Significance and Societal Importance of the Research Achievements

本研究では帰還通信路を用いた判定帰還(ARQ)方式において,線形符号,LDPC符号を用いた判定帰還方式に対し,誤り指数の導出および有限の符号長における誤り確率上界の精密な導出を試みた.その結果,同じ誤り確率に対し,従来よりも短い符号長の符号が利用できることが明らかとなり,短い符号長を用いた場合の計算量低減の効果が判明した.計算量の削減効果は携帯端末の消費電力の低減を評価する意味で重要である.また,従来の研究では2元線形符号が用いらていたが,本研究ではレギュラー通信路とq元符号を用いた解析を行った.この一般化は,フラッシュメモリなど,多元の記憶媒体への応用を考慮する上で重要と考えられる.

Report

(4 results)
  • 2019 Annual Research Report   Final Research Report ( PDF )
  • 2018 Research-status Report
  • 2017 Research-status Report
  • Research Products

    (53 results)

All 2020 2019 2018 2017

All Journal Article (15 results) (of which Peer Reviewed: 15 results,  Open Access: 2 results) Presentation (38 results) (of which Int'l Joint Research: 22 results,  Invited: 1 results)

  • [Journal Article] Decision Feedback Scheme with Criterion LR+Th for the Ensemble of Linear Block Codes2020

    • Author(s)
      Toshihiro Niinomi, Hideki Yagi, Shigeichi Hirasawa
    • Journal Title

      IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences

      Volume: E103.A Issue: 1 Pages: 334-345

    • DOI

      10.1587/transfun.2019EAP1045

    • NAID

      130007778785

    • ISSN
      0916-8508, 1745-1337
    • Year and Date
      2020-01-01
    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Protograph-Based LDPC Coded System for Position Errors in Racetrack Memories2019

    • Author(s)
      SHIBATA Ryo、HOSOYA Gou、YASHIMA Hiroyuki
    • Journal Title

      IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences

      Volume: E102.A Issue: 10 Pages: 1340-1350

    • DOI

      10.1587/transfun.E102.A.1340

    • NAID

      130007721955

    • ISSN
      0916-8508, 1745-1337
    • Year and Date
      2019-10-01
    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Optimum Overflow Thresholds in Variable-Length Source Coding Allowing Non-Vanishing Error Probability2019

    • Author(s)
      Ryo Nomura, Hideki Yagi
    • Journal Title

      IEEE Transactions on Information Theory

      Volume: 65 Issue: 12 Pages: 8213-8221

    • DOI

      10.1109/tit.2019.2920417

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Ultrafast all-optical digital comparator using quantum-dot semiconductor optical amplifiers2019

    • Author(s)
      Komatsu K.、Hosoya G.、Yashima H.
    • Journal Title

      Optical and Quantum Electronics

      Volume: 51 Issue: 2 Pages: 1-16

    • DOI

      10.1007/s11082-019-1756-5

    • Related Report
      2018 Research-status Report
    • Peer Reviewed
  • [Journal Article] Spatially Coupled Low-Density Parity-Check Codes on Two-Dimensional Array Erasure Channel2018

    • Author(s)
      HOSOYA Gou、YASHIMA Hiroyuki
    • Journal Title

      IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences

      Volume: E101.A Issue: 12 Pages: 2008-2017

    • DOI

      10.1587/transfun.E101.A.2008

    • NAID

      130007539036

    • ISSN
      0916-8508, 1745-1337
    • Year and Date
      2018-12-01
    • Related Report
      2018 Research-status Report
    • Peer Reviewed
  • [Journal Article] Joint Iterative Decoding of Spatially Coupled Low-Density Parity-Check Codes for Position Errors in Racetrack Memories2018

    • Author(s)
      SHIBATA Ryo、HOSOYA Gou、YASHIMA Hiroyuki
    • Journal Title

      IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences

      Volume: E101.A Issue: 12 Pages: 2055-2063

    • DOI

      10.1587/transfun.E101.A.2055

    • NAID

      130007539025

    • ISSN
      0916-8508, 1745-1337
    • Year and Date
      2018-12-01
    • Related Report
      2018 Research-status Report
    • Peer Reviewed
  • [Journal Article] Construction of Locally Repairable Codes with Multiple Localities Based on Encoding Polynomial2018

    • Author(s)
      Tomoya Hamada,Hideki Yagi
    • Journal Title

      IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences

      Volume: E101.A Issue: 12 Pages: 2047-2054

    • DOI

      10.1587/transfun.E101.A.2047

    • NAID

      130007539041

    • ISSN
      0916-8508, 1745-1337
    • Year and Date
      2018-12-01
    • Related Report
      2018 Research-status Report
    • Peer Reviewed
  • [Journal Article] Fundamental Tradeoff among Identification, Secrecy and Compression Rates in Biometric Identification System2018

    • Author(s)
      Vamoua Yachongka, Hideki Yagi
    • Journal Title

      Journal of Signal Processing

      Volume: 22 Issue: 6 Pages: 337-342

    • DOI

      10.2299/jsp.22.337

    • NAID

      130007521367

    • ISSN
      1342-6230, 1880-1013
    • Year and Date
      2018-11-25
    • Related Report
      2018 Research-status Report
    • Peer Reviewed
  • [Journal Article] On the DS2 Bound for Forney's Generalized Decoding Using Non-Binary Linear Block Codes2018

    • Author(s)
      Toshihiro Niinomi, Hideki Yagi, Shigeichi Hirasawa
    • Journal Title

      IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences

      Volume: E101.A Issue: 8 Pages: 1223-1234

    • DOI

      10.1587/transfun.E101.A.1223

    • NAID

      130007429425

    • ISSN
      0916-8508, 1745-1337
    • Year and Date
      2018-08-01
    • Related Report
      2018 Research-status Report
    • Peer Reviewed
  • [Journal Article] Performance of all-optical AND gate using photonic-crystal QDSOA at 160 Gb/s2018

    • Author(s)
      Matsumoto T.、Komatsu K.、Hosoya G.、Yashima H.
    • Journal Title

      Electronics Letters

      Volume: 54.9 Issue: 9 Pages: 580-582

    • DOI

      10.1049/el.2018.0371

    • Related Report
      2018 Research-status Report
    • Peer Reviewed
  • [Journal Article] On the DS2 bound for Forney’s generalized decoding using non-binary linear block codes2018

    • Author(s)
      T. Niinomi, H. Yagi and S. Hirasawa
    • Journal Title

      IEICE Trans. Fundermentals

      Volume: Vol.E101-A, No.8

    • NAID

      130007429425

    • Related Report
      2017 Research-status Report
    • Peer Reviewed
  • [Journal Article] `All-Optical Logic NOR Gate Using a Single Quantum-Dot SOA-Assisted an Optical Filter2018

    • Author(s)
      K. Komatsu, G. Hosoya, and H. Yashima
    • Journal Title

      Optical and Quantum Electronics

      Volume: 50: 131

    • Related Report
      2017 Research-status Report
    • Peer Reviewed
  • [Journal Article] 2-レベル不均一誤り訂正符号の線形計画限界2017

    • Author(s)
      斎藤友彦,新家稔央,浮田善文,松嶋敏泰,平澤茂一
    • Journal Title

      電子情報通信学会和文論文誌A

      Volume: Vol.J100-A,No.9 Pages: 316-324

    • Related Report
      2017 Research-status Report
    • Peer Reviewed
  • [Journal Article] Variable-Length Coding with Cost Allowing Non-Vanishing Error Probability2017

    • Author(s)
      Hideki Yagi, Ryo Nomura
    • Journal Title

      IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences

      Volume: E100.A Issue: 8 Pages: 1683-1692

    • DOI

      10.1587/transfun.E100.A.1683

    • NAID

      130005875858

    • ISSN
      0916-8508, 1745-1337
    • Related Report
      2017 Research-status Report
    • Peer Reviewed
  • [Journal Article] Generalized construction of cyclic (<i>r</i>, <i>t</i>)-locally repairable codes using trace function2017

    • Author(s)
      Quang Thanh Pham, Hideki Yagi
    • Journal Title

      IEICE Communications Express

      Volume: 6 Issue: 7 Pages: 449-453

    • DOI

      10.1587/comex.2017XBL0055

    • NAID

      130006907627

    • ISSN
      2187-0136
    • Related Report
      2017 Research-status Report
    • Peer Reviewed / Open Access
  • [Presentation] A new characterization of the capacity region of identification system under noisy enrollment2020

    • Author(s)
      Vamoua Yachongka, Hideki Yagi
    • Organizer
      Proc. 54the Annual Conference on Information Sciences and Systems (CISS2020)
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 2 次元行列に対する非2 元LDPC 符号の性能2019

    • Author(s)
      細谷剛, 新家稔央, 八嶋弘幸
    • Organizer
      第42 回情報理論とその応用シンポジウム予稿集(SITA2019)
    • Related Report
      2019 Annual Research Report
  • [Presentation] Concatenated LDPC/trellis codes: Surpassing symmetric information rate of insertion/deletion channels2019

    • Author(s)
      R. Shibata, G. Hosoya, and H. Yashima
    • Organizer
      Proc. 42th Symposium on Information Theory and its Applications (SITA2019)
    • Related Report
      2019 Annual Research Report
  • [Presentation] レーストラックメモリに対するスライド窓復号法の性能評価2019

    • Author(s)
      橋本大輝, 柴田凌, 細谷剛, 八嶋弘幸
    • Organizer
      第42 回情報理論とその応用シンポジウム予稿集(SITA2019)
    • Related Report
      2019 Annual Research Report
  • [Presentation] Identification, secrecy, template, and privacy-leakage of biometric identification system under noisy enrollment2019

    • Author(s)
      Vamoua Yachongka, Hideki Yagi
    • Organizer
      Proc. of 2019 IEEE Int. Symposium on Information Theory (ISIT2019)
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 豪雨時光無線通信路の光強度減衰特性2019

    • Author(s)
      二見 恭平, 細谷 剛, 八嶋弘幸
    • Organizer
      2019年電子情報通信学会総合大会
    • Related Report
      2018 Research-status Report
  • [Presentation] 2次元消失モデルにおけるProgressive Edge-Growthアルゴリズムを用いた非正則LDPC符号の構成法性2019

    • Author(s)
      鈴木 優太朗, 柴田 凌, 細谷 剛, 八嶋弘幸
    • Organizer
      2019年電子情報通信学会総合大会
    • Related Report
      2018 Research-status Report
  • [Presentation] RZ-BPSK信号を入力とするAND/NOR切替機能付き全光論理回路2019

    • Author(s)
      鍋山 昂, 古松 幸輔, 細谷 剛, 八嶋弘幸
    • Organizer
      2019年電子情報通信学会総合大会
    • Related Report
      2018 Research-status Report
  • [Presentation] Simulation of all-optical OR gate using quantum-dot semiconductor optical amplifier2019

    • Author(s)
      Komatsu K.、Hosoya G.、Yashima H.
    • Organizer
      2019 RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] The Shannon cipher system over noisy channel with causal disclosure2019

    • Author(s)
      Qipeng Wu, Hideki Yagi
    • Organizer
      2019 RISP Int. Workshop on Nonlinear Circuits, Communications and Signal Processing
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] Decision feedback scheme with criterion LR+Th for the ensemble of linear block codes2018

    • Author(s)
      T. Niinomi, H. Yagi and S. Hirasawa
    • Organizer
      2018 International Symposium on Information Theory and its Applications,
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] Structured concatenation of protograph LDPC codes and markers for Insertion/Deletion channels2018

    • Author(s)
      R. Shibata, G. Hosoya, and H. Yashima
    • Organizer
      2018 International Symposium on Information Theory and its Applications
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] Channel model divided into cylinder for free-space optical links in rain2018

    • Author(s)
      K. Futami, G. Hosoya, and H. Yashima
    • Organizer
      2018 International Symposium on Information Theory and its Applications
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] 次数分布を改良したLT符号の提案と性能評価2018

    • Author(s)
      石山 巧, 柴田 凌, 細谷 剛, 八嶋 弘幸
    • Organizer
      電子情報通信学会情報理論研究会
    • Related Report
      2018 Research-status Report
  • [Presentation] 擬似乱数系列を用いたビット置換符号化変調に対するシェーピング2018

    • Author(s)
      由利昌司, 柴田 凌, 細谷 剛, 八嶋 弘幸
    • Organizer
      電子情報通信学会情報理論研究会
    • Related Report
      2018 Research-status Report
  • [Presentation] Fundamental trade-off among identification, secrecy and template rates in identification system2018

    • Author(s)
      Vamoua Yachongka, Hideki Yagi
    • Organizer
      2018 Int. Symposium on Information Theory and its Applications (ISITA2018)
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] Overflow probability of codeword cost in variable-length coding problem allowing non-vanishing error probability2018

    • Author(s)
      Ryo Nomura, Hideki Yagi
    • Organizer
      2018 Int. Symposium on Information Theory and its Applications (ISITA2018)
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] New results on variable-length lossy compression allowing positive overflow and excess distortion probabilities2018

    • Author(s)
      Shota Saito, Hideki Yagi, Toshiyasu Matsushima
    • Organizer
      2018 Int. Symposium on Information Theory and its Applications (ISITA2018)
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] Variable-length resolvability for mixed sources and its application to variable-length source coding2018

    • Author(s)
      Hideki Yagi, Te Sun Han
    • Organizer
      2018 IEEE Int. Symposium on Information Theory (ISIT2018)
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] Error exponent analysis for biometric identification systems with nonlegitimate entities2018

    • Author(s)
      Hideki Yagi, Shigeichi Hirasawa
    • Organizer
      第41回情報理論とその応用シンポジウム
    • Related Report
      2018 Research-status Report
  • [Presentation] Fundamental trade-off among identification, secrecy, template, and privacy-leakage rates in biometric identification system2018

    • Author(s)
      Vamoua Yachongka, Hideki Yagi
    • Organizer
      第41回情報理論とその応用シンポジウム
    • Related Report
      2018 Research-status Report
  • [Presentation] 2つの秘匿メッセージを有する放送型通信路において強安全性を達成するポーラ 符号の構成2018

    • Author(s)
      藤田隆寛,八木秀樹
    • Organizer
      第41回情報理論とその応用シンポジウム
    • Related Report
      2018 Research-status Report
  • [Presentation] 外部値と一時推定語の符号比較を用いたBP復号法のダイナミックスケジューリング2018

    • Author(s)
      石井弘明, 新家稔央
    • Organizer
      電子情報通信学会総合大会
    • Related Report
      2017 Research-status Report
  • [Presentation] All-optical AND gate with photonic crystal quantum-dot semiconductor optical amplifiers2018

    • Author(s)
      T. Matsumoto, G. Hosoya, and H. Yashima
    • Organizer
      International Workshop on Nonlinear Circuit, Communications and Signal Processing (NCSP'18)
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] Performance analysis of spatially-coupled low-density parity-check codes based on reading ratio in racetrack memory2018

    • Author(s)
      R. Shibata, G. Hosoya, and H. Yashima
    • Organizer
      International Workshop on Nonlinear Circuits, Communications and Signal Processing (NCSP'18)
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] A simple proof of polarization for memoryless sources with and without side information2018

    • Author(s)
      Yuming Yang and Hideki Yagi
    • Organizer
      2018 RISP Int. Workshop on Nonlinear Circuits, Communications and Signal Processing (NCSP2018)
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] Polar codes achieving strong secrecy for broadcast channel with confidential messages2018

    • Author(s)
      Takahiro Fujita and Hideki Yagi
    • Organizer
      2018 RISP Int. Workshop on Nonlinear Circuits, Communications and Signal Processing (NCSP2018)
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] Construction of locally repairable codes with multiple localities based on encoding polynomial2018

    • Author(s)
      Tomoya Hamada and Hideki Yagi
    • Organizer
      2018 RISP Int. Workshop on Nonlinear Circuits, Communications and Signal Processing (NCSP2018)
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] Fundamental tradeoff among identification, secrecy and compression rates in biometric identification system2018

    • Author(s)
      Vamoua Yachongka and Hideki Yagi
    • Organizer
      2018 RISP Int. Workshop on Nonlinear Circuits, Communications and Signal Processing (NCSP2018)
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] 外部値と一時推定語の符号比較を用いたBP復号法のスケジューリング2017

    • Author(s)
      石井弘明, 新家稔央, 斎藤友彦
    • Organizer
      電子情報通信学会ソサイエティ大会
    • Related Report
      2017 Research-status Report
  • [Presentation] Spatially-coupled LDPC codes for two dimensional erasure channel2017

    • Author(s)
      G. Hosoya and H. Yashima
    • Organizer
      IEEE Information Theory Workshop (ITW2017)
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] Simulation of all-optical NOR gate2017

    • Author(s)
      K. Komatsu, G. Hosoya, and H. Yashima
    • Organizer
      CLEO PR, OECC & PGC 2017
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] Analysis of spatially-coupled low-density parity-check codes on two-dimensional array erasure channel2017

    • Author(s)
      G. Hosoya and H. Yashima
    • Organizer
      40th Symposium on Information Theory and its Applications (SITA2017)
    • Related Report
      2017 Research-status Report
  • [Presentation] Performance analysis of spatially-coupled low-density parity-check codes for racetrack memories2017

    • Author(s)
      R. Shibata, G. Hosoya, and H. Yashima
    • Organizer
      40th Symposium on Information Theory and its Applications (SITA2017)
    • Related Report
      2017 Research-status Report
  • [Presentation] Recent Studies on Error Correction for Insertion/Deletion/Substitution Channels2017

    • Author(s)
      G. Hosoya
    • Organizer
      2017 Society Symposium, The Institute of Electronics, Information and Communication Engineers
    • Related Report
      2017 Research-status Report
    • Invited
  • [Presentation] Variable-length resolvability for general sources2017

    • Author(s)
      Hideki Yagi, Te Sun Han
    • Organizer
      2017 IEEE Int. Symposium on Information Theory (ISIT2017)
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] Single-bit quantization of binary-input, continuous-output channels2017

    • Author(s)
      Brian M. Kurkoski, Hideki Yagi
    • Organizer
      IEEE Int. Symposium on Information Theory (ISIT2017)
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] Variable-length lossy compression allowing positive overflow and excess distortion probabilities2017

    • Author(s)
      Shota Saito, Hideki Yagi, Toshiyasu Matsushima
    • Organizer
      2017 IEEE Int. Symposium on Information Theory (ISIT2017)
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research

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Published: 2017-04-28   Modified: 2021-02-19  

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