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Reliable communication on the sensor network with unknown probabilistic structure

Research Project

Project/Area Number 23760346
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Communication/Network engineering
Research InstitutionSenshu University

Principal Investigator

NOMURA Ryo  専修大学, ネットワーク情報学部, 准教授 (90329102)

Project Period (FY) 2011 – 2013
Project Status Completed (Fiscal Year 2013)
Budget Amount *help
¥2,340,000 (Direct Cost: ¥1,800,000、Indirect Cost: ¥540,000)
Fiscal Year 2013: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2012: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2011: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Keywords情報通信工学 / 情報理論 / センサネットワーク / 多端子情報理論 / 情報源符号化 / 通信路符号化
Research Abstract

We have analyzed fundamental properties of sensor network on the basis of the multi-terminal information theory. In particular, we have considered the mixed sources and mixed channels, and derived the fundamental limits on the reliable communication. This is because some situations in which we know the class of probabilistic model but we do not know its parameter, can be formulated by the mixed models. We have determined the optimal second-order achievable rates in the single source coding problem and the optimal achievable rate region in the multi-terminal source coding problem. Moreover, we have observed that the optimal achievable rates in some problems on channel coding can be determined by using the similar approach.

Report

(4 results)
  • 2013 Annual Research Report   Final Research Report ( PDF )
  • 2012 Research-status Report
  • 2011 Research-status Report
  • Research Products

    (28 results)

All 2014 2013 2012 2011

All Journal Article (6 results) (of which Peer Reviewed: 3 results) Presentation (22 results)

  • [Journal Article] Second-Order Resolvability, Intrinsic Randomness, and Fixed-Length Source Coding for Mixed Sources : Information Spectrum Approach2013

    • Author(s)
      Ryo Nomura, Te Sun Han
    • Journal Title

      IEEE Trans. Information Theory

      Volume: Vol. 59, No.1 Pages: 1-16

    • Related Report
      2013 Final Research Report
  • [Journal Article] Second-Order Resolvability, Intrinsic Randomness, and Fixed-Length Source Coding for Mixed Sources: Information Spectrum Approach2013

    • Author(s)
      Ryo Nomura
    • Journal Title

      IEEE Transaction on Information Theory

      Volume: 59 Issue: 1 Pages: 1-16

    • DOI

      10.1109/tit.2012.2215836

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] On the Overflow Probability of Fixed- to-Variable Length Codes with Side Information2011

    • Author(s)
      Ryo Nomura, Toshiyasu Matsushima
    • Journal Title

      IEICE Trans. Fundamentals

      Volume: Vol. E94-A, No. 11 Pages: 2083-2091

    • Related Report
      2013 Final Research Report
  • [Journal Article] An Analysis of Slepian-Wolf Coding Problem Based on the Asymptotic Normality2011

    • Author(s)
      Ryo Nomura, Toshiyasu Matsushima
    • Journal Title

      IEICE Trans. Fundamentals

      Volume: Vol. E94-A, No. 11 Pages: 2220-2225

    • Related Report
      2013 Final Research Report
  • [Journal Article] On the Overflow Probability of Fixed-to-Variable Length Codes with Side Information2011

    • Author(s)
      Ryo Nomura,Toshiyasu Matsushima
    • Journal Title

      IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences

      Volume: E94-A Issue: 11 Pages: 2083-2091

    • DOI

      10.1587/transfun.E94.A.2083

    • NAID

      10030191429

    • ISSN
      0916-8508, 1745-1337
    • Related Report
      2011 Research-status Report
    • Peer Reviewed
  • [Journal Article] An Analysis of Slepian-Wolf Coding Problem Based on the Asymptotic Normality2011

    • Author(s)
      Ryo Nomura,Toshiyasu Matsushima
    • Journal Title

      IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences

      Volume: E94-A Issue: 11 Pages: 2220-2225

    • DOI

      10.1587/transfun.E94.A.2220

    • NAID

      10030191671

    • ISSN
      0916-8508, 1745-1337
    • Related Report
      2011 Research-status Report
    • Peer Reviewed
  • [Presentation] Single -Letter Characterization of Epsilon -Capacity for Mixed Memoryless Sources2014

    • Author(s)
      Hideki Yagi, Ryo Nomura
    • Organizer
      電子情報通信学会情報理論研究会
    • Place of Presentation
      名古屋
    • Related Report
      2013 Final Research Report
  • [Presentation] Single-Letter Characterization of Epsilon-Capacity for Mixed Memoryless Channels2014

    • Author(s)
      Hideki Yagi, Ryo Nomura
    • Organizer
      電子情報通信学会情報理論研究会
    • Place of Presentation
      名古屋大学,愛知県
    • Related Report
      2013 Annual Research Report
  • [Presentation] Relationship between the Overflow Probability of Variable -length Coding and the Error Probability of Fixed-length Coding2013

    • Author(s)
      Ryo Nomura
    • Organizer
      第36回情報理論とその応用シンポジウム
    • Place of Presentation
      伊東
    • Related Report
      2013 Final Research Report
  • [Presentation] 混合通信路の一クラスに対する最適な2次符号化レート2013

    • Author(s)
      八木秀樹,野村亮
    • Organizer
      第36回情報理論とその応用シンポジウム
    • Place of Presentation
      伊東
    • Related Report
      2013 Final Research Report
  • [Presentation] Second-order achievable rates in resolvability problem with respect to KL-Divergence2013

    • Author(s)
      Ryo Nomura
    • Organizer
      第8回シャノン理論ワークショップ
    • Place of Presentation
      広島
    • Related Report
      2013 Final Research Report
  • [Presentation] Second-Order Slepian-Wolf Coding Theorems for Non-Mixed and Mixed Sources2013

    • Author(s)
      Ryo Nomura, Te Sun Han
    • Organizer
      2013 IEEE International Symposium on Information Theory
    • Place of Presentation
      イスタンブール.
    • Related Report
      2013 Final Research Report
  • [Presentation] Overflow Probability of Variable Length Codes with Cost Function for Mixed Sources2013

    • Author(s)
      Ryo Nomura
    • Organizer
      電子情報通信学会情報理論研究会
    • Place of Presentation
      東京
    • Related Report
      2013 Final Research Report
  • [Presentation] Second-Order Slepian-Wolf Coding Theorems for Non-Mixed and Mixed Sources2013

    • Author(s)
      Ryo Nomura, Te Sun Han
    • Organizer
      2013 IEEE International Symposium on Information Theory
    • Place of Presentation
      Istanbul, Turkey
    • Related Report
      2013 Annual Research Report
  • [Presentation] Relationship between the Overflow Probability of Variable-length Coding and the Error Probability of Fixed-length Coding2013

    • Author(s)
      野村亮
    • Organizer
      第36回情報理論とその応用シンポジウム
    • Place of Presentation
      伊東,静岡県
    • Related Report
      2013 Annual Research Report
  • [Presentation] 混合通信路の一クラスに対する最適な2次符号化レート2013

    • Author(s)
      八木秀樹,野村亮
    • Organizer
      第36回情報理論とその応用シンポジウム
    • Place of Presentation
      伊東,静岡県
    • Related Report
      2013 Annual Research Report
  • [Presentation] Second-Order Achievable Rates in Resolvability Problem with respect to Kullback-Leibler Divergence2013

    • Author(s)
      Ryo Nomura
    • Organizer
      第8回シャノン理論ワークショップ
    • Place of Presentation
      広島市,広島県
    • Related Report
      2013 Annual Research Report
  • [Presentation] Overflow Probability of Variable Length Codes with Cost Function for Mixed Sources2013

    • Author(s)
      Ryo Nomura
    • 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,東京
    • Related Report
      2012 Research-status Report
  • [Presentation] Second-Order Slepian-Wolf Source Coding Theorems2012

    • Author(s)
      Ryo Nomura, Te Sun Han
    • Organizer
      第35回情報理論とその応用シンポジウム
    • Place of Presentation
      別府
    • Related Report
      2013 Final Research Report
  • [Presentation] Second-Order Achievable Rates in Random Number Generation for Mixed Sources2012

    • Author(s)
      Ryo Nomura, Te Sun Han
    • Organizer
      2012 IEEE International Symposium on Information Theory
    • Place of Presentation
      ボストン
    • Related Report
      2013 Final Research Report
  • [Presentation] Information Spectrum Approach to Overflow Probability of Variable-Length Codes with Conditional Cost Function2012

    • Author(s)
      Ryo Nomura, Toshiyasu Matsushima
    • Organizer
      2012 IEEE International Symposium on Information Theory
    • Place of Presentation
      ボストン
    • Related Report
      2013 Final Research Report
  • [Presentation] Second-order achievable rates in random number generation for mixed sources2012

    • Author(s)
      Ryo Nomura
    • Organizer
      2012 IEEE International Symposium on Information Theory
    • Place of Presentation
      Cambridge, USA
    • Related Report
      2012 Research-status Report
  • [Presentation] Information spectrum approach to overflow probability of variable-length codes with conditional cost function2012

    • Author(s)
      Ryo Nomura
    • Organizer
      2012 IEEE International Symposium on Information Theory
    • Place of Presentation
      Cambridge, USA
    • Related Report
      2012 Research-status Report
  • [Presentation] Second-Order Slepian-Wolf Source Coding Theorems2012

    • Author(s)
      Ryo Nomura
    • Organizer
      第35回情報理論とその応用シンポジウム
    • Place of Presentation
      別府湾ロイヤルホテル,大分県
    • Related Report
      2012 Research-status Report
  • [Presentation] Overflow Probability of Variable-length Codes with Unequal Costs on Code Symbols2011

    • Author(s)
      Ryo Nomura
    • Organizer
      第34回情報理論とその応用シンポジウム
    • Place of Presentation
      岩手
    • Related Report
      2013 Final Research Report
  • [Presentation] Second-Order Source Coding Theorem for Slepian-Wolf Coding Problem2011

    • Author(s)
      Ryo Nomura
    • Organizer
      電子情報通信学会情報理論研究会
    • Place of Presentation
      東京
    • Related Report
      2013 Final Research Report
  • [Presentation] Slepian-Wolf符号化システムにおける二次の符号化定理2011

    • Author(s)
      野村亮
    • Organizer
      電子情報通信学会情報理論研究会
    • Place of Presentation
      東京工業大学(東京都)
    • Related Report
      2011 Research-status Report
  • [Presentation] Overflow Probability of Variable-length Codes with Unequal Costs on Code Symbols2011

    • Author(s)
      野村亮
    • Organizer
      第34回情報理論とその応用シンポジウム
    • Place of Presentation
      ホテル森の風鶯宿(岩手県)
    • Related Report
      2011 Research-status Report

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Published: 2011-08-05   Modified: 2019-07-29  

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