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Theoretical Analysis and Design of Universal VF Code Based on Sufficient Statistic and Pointwise Redundancy

Research Project

Project/Area Number 24560482
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Communication/Network engineering
Research InstitutionShonan Institute of Technology

Principal Investigator

ARIMURA Mitsuharu  湘南工科大学, 工学部, 講師 (80313427)

Project Period (FY) 2012-04-01 – 2015-03-31
Project Status Completed (Fiscal Year 2014)
Budget Amount *help
¥4,940,000 (Direct Cost: ¥3,800,000、Indirect Cost: ¥1,140,000)
Fiscal Year 2014: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Fiscal Year 2013: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2012: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Keywords無歪みデータ圧縮 / 情報理論 / 情報源符号化 / 情報スペクトル理論 / VF符号 / タンストール符号 / 冗長度 / 符号化レート / 十分統計量 / 個別冗長度 / ユニバーサル符号 / データ圧縮 / 一般情報源 / FF符号
Outline of Final Research Achievements

Theoretical performance of variable-to-fixed length source codes is investigated. First, the performance of fixed-to-fixed length code, which is a subclass of variable-to-fixed length code, is investigated under two criteria, which are the asymptotic coding rate and the asymptotic redundancy. Under these two criteria, the optimal code class are defined and the conditions of inclusion relations of these two classes are formulated by the information-spectrum methods. Second, the asymptotic performance of a multi-shot Tunstall code is investigated for a stationary memoryless source. Geometrical mean of the leaf numbers of the Tunstall trees is newly defined. It is clarified that this quantity plays crucial roles at the evaluation of the asymptotic coding rate. Moreover, it is clarified that the situation is different between one-shot Tunstall code and multi-shot Tunstall code. The difference is characterized by the geometrical mean of the leaf numbers of Tunstall trees.

Report

(4 results)
  • 2014 Annual Research Report   Final Research Report ( PDF )
  • 2013 Research-status Report
  • 2012 Research-status Report
  • Research Products

    (15 results)

All 2014 2013 Other

All Journal Article (3 results) (of which Peer Reviewed: 3 results) Presentation (12 results)

  • [Journal Article] Evaluation of Maximum Redundancy of Data Compression via Substring Enumeration for <i>k</i>-th Order Markov Sources2014

    • Author(s)
      Ken-ichi Iwata, Mitsuharu Arimura and Yuki Shima
    • Journal Title

      IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences

      Volume: E97.A Issue: 8 Pages: 1754-1760

    • DOI

      10.1587/transfun.E97.A.1754

    • NAID

      130004679259

    • ISSN
      0916-8508, 1745-1337
    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Redundancy-Optimal FF Codes for a General Source and Its Relationships to the Rate-Optimal FF Codes2013

    • Author(s)
      Mitsuharu Arimura, Hiroki Koga and Ken-ichi Iwata
    • Journal Title

      IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences

      Volume: E96.A Issue: 12 Pages: 2332-2342

    • DOI

      10.1587/transfun.E96.A.2332

    • NAID

      130003385281

    • ISSN
      0916-8508, 1745-1337
    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] A Characterization of Optimal FF Coding Rate Using a New Optimistically Optimal Code2013

    • Author(s)
      Mitsuharu Arimura, Hiroki Koga and Ken-ichi Iwata
    • Journal Title

      IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences

      Volume: E96.A Issue: 12 Pages: 2443-2446

    • DOI

      10.1587/transfun.E96.A.2443

    • NAID

      130003385294

    • ISSN
      0916-8508, 1745-1337
    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Presentation] Multishot Tunstall符号の定常無記憶情報源に対する概収束符号化定理2014

    • Author(s)
      有村光晴
    • Organizer
      第37回情報理論とその応用シンポジウム(SITA2014)予稿集
    • Place of Presentation
      富山県黒部市
    • Year and Date
      2014-12-09 – 2014-12-12
    • Related Report
      2014 Annual Research Report
  • [Presentation] 平均個別符号化レートが最適なVF符号2014

    • Author(s)
      有村光晴
    • Organizer
      第37回情報理論とその応用シンポジウム(SITA2014)予稿集
    • Place of Presentation
      富山県黒部市
    • Year and Date
      2014-12-09 – 2014-12-12
    • Related Report
      2014 Annual Research Report
  • [Presentation] 平均個別符号化レートが最適なVF符号とTunstall符号の比較2014

    • Author(s)
      有村光晴
    • Organizer
      第37回情報理論とその応用シンポジウム(SITA2014)予稿集
    • Place of Presentation
      富山県黒部市
    • Year and Date
      2014-12-09 – 2014-12-12
    • Related Report
      2014 Annual Research Report
  • [Presentation] On the Coding Rate of a Multishot Tunstall Code for Stationary Memoryless Sources2014

    • Author(s)
      Mitsuharu Arimura
    • Organizer
      Proc. 2014 International Symposium on Information Theory and its Applications (ISITA2014)
    • Place of Presentation
      Melbourne, Australia
    • Year and Date
      2014-10-26 – 2014-10-29
    • Related Report
      2014 Annual Research Report
  • [Presentation] 多値アルファベット版部分列数え上げデータ圧縮法に対する最悪冗長度2014

    • Author(s)
      岩田賢一, 有村光晴
    • Organizer
      電子情報通信学会 情報理論研究会
    • Place of Presentation
      名古屋大学
    • Related Report
      2013 Research-status Report
  • [Presentation] Relationships between the Classes of the Redundancy-Optimal and the Rate-Optimal FF Codes for a General Source

    • Author(s)
      Mitsuharu Arimura, Hiroki Koga and Ken-ichi Iwata
    • Organizer
      The 8th Asian-European Workshop on Information Theory
    • Place of Presentation
      Kamakura, Kanagawa, JAPAN
    • Related Report
      2013 Research-status Report
  • [Presentation] 可算無限アルファベットの情報源に対してVF符号が存在する条件

    • Author(s)
      有村光晴, 岩田賢一
    • Organizer
      電子情報通信学会 情報理論研究会
    • Place of Presentation
      福井県あわら市
    • Related Report
      2013 Research-status Report
  • [Presentation] On Variable-to-Fixed Length Coding of a General Source with Infinite Alphabet

    • Author(s)
      Mitsuharu Arimura and Ken-ichi Iwata
    • Organizer
      2012 International Symposium on Information Theory and its Applications (ISITA2012)
    • Place of Presentation
      Honolulu, Hawaii, USA
    • Related Report
      2012 Research-status Report
  • [Presentation] On the Maximum Redundancy of CSE for I.I.D. Sources

    • Author(s)
      Ken-ichi Iwata, Mitsuharu Arimura and Yuki Shima
    • Organizer
      2012 International Symposium on Information Theory and its Applications (ISITA2012)
    • Place of Presentation
      Honolulu, Hawaii, USA
    • Related Report
      2012 Research-status Report
  • [Presentation] Lossless Data Compression via Substring Enumerationのマルコフ情報源に対する最悪冗長度

    • Author(s)
      岩田賢一,有村光晴,嶋優希
    • Organizer
      電子情報通信学会 情報理論研究会
    • Place of Presentation
      関西学院大学
    • Related Report
      2012 Research-status Report
  • [Presentation] 冗長度と符号化レートの両方で最適なFF符号

    • Author(s)
      有村光晴,古賀弘樹,岩田賢一
    • Organizer
      電子情報通信学会 情報理論研究会
    • Place of Presentation
      電気通信大学
    • Related Report
      2012 Research-status Report
  • [Presentation] FF符号における冗長度と符号化レートの関係について

    • Author(s)
      有村光晴,古賀弘樹,岩田賢一
    • Organizer
      電子情報通信学会 情報理論研究会
    • Place of Presentation
      飯塚市
    • Related Report
      2012 Research-status Report

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Published: 2013-05-31   Modified: 2019-07-29  

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