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A Learning-based Radio Resource Control Mechanism for Variousand Dynamic Wireless Communication Environments

Research Project

Project/Area Number 21760288
Research Category

Grant-in-Aid for Young Scientists (B)

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

Principal Investigator

SHINKUMA Ryoichi  京都大学, 大学院・情報学研究科, 准教授 (70362580)

Project Period (FY) 2009 – 2012
Project Status Completed (Fiscal Year 2012)
Budget Amount *help
¥4,420,000 (Direct Cost: ¥3,400,000、Indirect Cost: ¥1,020,000)
Fiscal Year 2012: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2011: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2010: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2009: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Keywords通信方式(無線、有線、衛星、光、移動)無線アクセスネットワーク / 周波数資源制御 / 周波数資源 / 強化学習 / 交渉解 / コグニティブ無線 / 無線リソース制御 / 交渉ゲーム / 競合問題 / 通信プロトコル / 周波数利用効率
Research Abstract

This study discusses a mechanism that enables individual wireless nodes to `act' appropriately according to their various and dynamic communication environments. The `actions' here include decision making for frequency channel selection, transmission poweradjustment, and transmission format selection. This study modeled the problem as a `bargaining' problem between wireless nodes. Then, the communication control algorithm and the communication protocol were designed based on the Nash bargaining solution, which was introduced from the game theory. The simulation results showed the proposed algorithm and protocol work well.

Report

(5 results)
  • 2012 Annual Research Report   Final Research Report ( PDF )
  • 2011 Annual Research Report
  • 2010 Annual Research Report
  • 2009 Annual Research Report
  • Research Products

    (13 results)

All 2012 2011 2010 2009

All Journal Article (9 results) (of which Peer Reviewed: 6 results) Presentation (4 results)

  • [Journal Article] Virtual Multi-AP Access for Transport-level Quality Improvementin Wireless Local Area Networks with Hidden Stations2012

    • Author(s)
      K. Nishide, H. Kubo, R. Shinkuma, and T. Takahashi
    • Journal Title

      電子情報通信学会英文論文誌

      Volume: vol.E93-D, no.12 Pages: 3251-3259

    • Related Report
      2012 Final Research Report
  • [Journal Article] Detecting Hidden and Exposed Terminal Problems in Densely Deployed Wireless Networks2012

    • Author(s)
      K Nishide, H Kubo, R Shinkuma, T Takahashi
    • Journal Title

      IEEE Trans. Wireless Communications

      Volume: vol.11, issue 11 Pages: 3841-3849

    • Related Report
      2012 Annual Research Report 2012 Final Research Report
  • [Journal Article] 断続接続路車通信のためのコンテンツ配信システム2011

    • Author(s)
      久保広行, 新熊亮一, 青木良, 高橋達郎
    • Journal Title

      電子情報通信学会和文論文誌B

      Volume: vol.J94-B, no.10 Pages: 1303-1312

    • NAID

      110008749645

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] TXOP Exchange : A Cooperation Mechanism for Wireless Access Networks2011

    • Author(s)
      T.Nishio, R.Shinkuma, T.Takahashi, N.Mandayam
    • Journal Title

      Proceedings of IEEE Workshop CQR 2011

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Bandwidth exchange: an energy conserving incentive mechanismfor cooperation2010

    • Author(s)
      D. Zhang, R. Shinkuma, and N. Mandayam
    • Journal Title

      IEEE Trans. Wireless Communications

      Volume: vol.9, Issue 6 Pages: 2055-2065

    • Related Report
      2012 Final Research Report
  • [Journal Article] Virtual Multi-AP Access for Transport-level Quality Improvement in Wireless Local Area Networks with Hidden Stations2010

    • Author(s)
      K.Nishide, H.Kubo, R.Shinkuma, T.Takahashi
    • Journal Title

      電子情報通信学会英文論文誌

      Volume: vol.E93-D, no.12 Pages: 3251-3259

    • NAID

      10027988978

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Bandwidth exchange : an energy conserving incentive mechanism for cooperation2010

    • Author(s)
      D.Zhang, R.Shinkuma, N.Mandayam
    • Journal Title

      IEEE Trans.Wireless Communications

      Volume: vol.9, Issue6 Pages: 2055-2065

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Bandwidth Exchange : An Energy Conserving Incentive Mechanism for Cooperation2010

    • Author(s)
      D.Zhang, R.Shinkuma, N.Mandayam
    • Journal Title

      IEEE Trans.Wireless Communications

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Bandwidth Exchange for Enabling Forwarding in Wireless Access Networks2009

    • Author(s)
      D.Zhang, R.Shinkuma, N.Mandayam
    • Journal Title

      Personal Indoor and Mobile Radio Communications

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Presentation] 帯域協調利用メカニズム~無線LANにおける実現方法の検討~2011

    • Author(s)
      西尾理志, 新熊亮一, 高橋達郎, 長谷川剛, Mandayam, Narayan
    • Organizer
      電子情報通信学会モバイルマルチメディア通信研究会
    • Place of Presentation
      岡山大学(岡山県)
    • Year and Date
      2011-06-02
    • Related Report
      2011 Annual Research Report
  • [Presentation] 動的無線アクセス環境のための帯域協調利用メカニズム2011

    • Author(s)
      西尾理志, 新熊亮一, 高橋達郎, 長谷川剛, MANDAYAM Narayan
    • Organizer
      電子情報通信学会モバイルマルチメディア通信研究会
    • Place of Presentation
      横須賀リサーチパーク
    • Year and Date
      2011-03-02
    • Related Report
      2010 Annual Research Report
  • [Presentation] 無線LANにおける送信機会交換による協調的帯域使用法2010

    • Author(s)
      西尾理志, 新熊亮一, 高橋達郎, MANDAYAM Narayan
    • Organizer
      電子情報通信学会モバイルマルチメディア通信研究会
    • Place of Presentation
      沖縄産業支援センター
    • Year and Date
      2010-05-20
    • Related Report
      2010 Annual Research Report
  • [Presentation] TXOP Exchange : A Cooperative Resource Exchange Method in CSMA/CA2010

    • Author(s)
      Takayuki Nishio, Ryoichi Shinkuma, Tatsuro Takahashi, Narayan Mandayam
    • Organizer
      電子情報通信学会総合大会
    • Place of Presentation
      東北大学川内キャンパス
    • Year and Date
      2010-03-18
    • Related Report
      2009 Annual Research Report

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Published: 2009-04-01   Modified: 2019-07-29  

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