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Reserach of white space estimation based on precise spectrum occupancy rate measurement

Research Project

Project/Area Number 25420354
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Communication/Network engineering
Research InstitutionIbaraki University

Principal Investigator

Masahiro Umehira  茨城大学, 工学部, 教授 (00436239)

Project Period (FY) 2013-04-01 – 2016-03-31
Project Status Completed (Fiscal Year 2015)
Budget Amount *help
¥5,200,000 (Direct Cost: ¥4,000,000、Indirect Cost: ¥1,200,000)
Fiscal Year 2015: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2014: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2013: ¥2,730,000 (Direct Cost: ¥2,100,000、Indirect Cost: ¥630,000)
Keywordsホワイトスペース / 累積確率分布 / 最小二乗推定 / 雑音電力 / スペクトル占有率 / スペクトラム占有率 / 受信電力 / スペクトラム利用率
Outline of Final Research Achievements

It is necessary to develop precise spectrum occupancy rate (SOR) measurement techniques for estimating available white space. We have proposed an advanced CDF (Cumulative Probability distribution Function) based SOR measurement method by simultaneous estimation of spectrum occupancy rate and average power of Gaussian noise to improve SOR measurement performance in low SNR environments even if noise uncertainty exists. To confirm the validity of the proposed method, we have developed a proto-type SOR measurement system and have evaluated SOR measurement performance in AWGN and fading environments by computer simulations and experiments. The evaluated results show that the proposed method can measure SOR maintaining SOR error less than 2% in AWGN channel for SNR>2dB and in frequency selective fading channel for SNR>12dB even if noise uncertainty exists. Furthermore, it is demonstrated that the proposed method can measure SNR of wireless packet signals.

Report

(4 results)
  • 2015 Annual Research Report   Final Research Report ( PDF )
  • 2014 Research-status Report
  • 2013 Research-status Report
  • Research Products

    (12 results)

All 2016 2015 2014 Other

All Presentation (12 results) (of which Int'l Joint Research: 2 results)

  • [Presentation] An Advanced CDF Based Spectrum Occupancy Rate Measurement Method by Simultaneous Estimation of Gaussian Noise Power and Time Period2016

    • Author(s)
      Shota RACHI, Masahiro UMEHIRA, Shigeki TAKEDA
    • Organizer
      European Wireless 2016 'EW2016)
    • Place of Presentation
      フィンランド オウル
    • Year and Date
      2016-05-18
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] CDF Based Spectrum Occupancy Rate Measurement Using Least Square Estimation of Gaussian Noise Period2015

    • Author(s)
      Shota RACHI, Akira SAITO, Masahiro UMEHIRA, Shigeki TAKEDA
    • Organizer
      18th International Symposium on Wireless Personal Multimedia Communications (WPMC2015)
    • Place of Presentation
      インド ハイデラバード
    • Year and Date
      2015-12-13
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] スペクトル占有率測定のための確率密度関数を用いたSNR測定法2015

    • Author(s)
      良知昌太・齋藤 晟・梅比良正弘
    • Organizer
      電子情報通信学会 ソサイエティ大会
    • Place of Presentation
      東北大学 仙台市
    • Year and Date
      2015-09-08
    • Related Report
      2015 Annual Research Report
  • [Presentation] 最小二乗法を用いた受信信号電力のCDFに基づく高精度スペクトル占有率測定法2015

    • Author(s)
      良知昌太、齋藤晟、梅比良正弘、武田茂樹
    • Organizer
      2015年度 電子情報通信学会 総合大会
    • Place of Presentation
      立命館大学びわこ・くさつキャンパス
    • Year and Date
      2015-03-10 – 2015-03-13
    • Related Report
      2014 Research-status Report
  • [Presentation] 最小二乗法による雑音電力推定を用いた受信信号電力のCDFに基づくスペクトル占有率測定法の検討2015

    • Author(s)
      良知昌太、齋藤晟、梅比良正弘、武田茂樹
    • Organizer
      電子情報通信学会 スマート無線研究会
    • Place of Presentation
      東京工業大学
    • Year and Date
      2015-03-04 – 2015-03-06
    • Related Report
      2014 Research-status Report
  • [Presentation] 最小二乗法を用いた受信信号電力のCDFによるスペクトル占有率測定法2015

    • Author(s)
      齋藤晟、良知昌太、梅比良正弘、武田茂樹
    • Organizer
      電子情報通信学会 東京支部学生会 研究発表会
    • Place of Presentation
      明治大学駿河台キャンパス
    • Year and Date
      2015-02-28
    • Related Report
      2014 Research-status Report
  • [Presentation] 受信信号電力のCDFを用いたスペクトル占有率測定系の構築と性能評価2014

    • Author(s)
      良知 昌太、梅比良 正弘、 武田茂樹
    • Organizer
      2014年度 電子情報通信学会 ソサイエティ大会
    • Place of Presentation
      徳島大学
    • Year and Date
      2014-09-21
    • Related Report
      2014 Research-status Report
  • [Presentation] 受信信号電力のCDFを用いたスペクトル占有率測定法の実験による性能評価2014

    • Author(s)
      良知 昌太、梅比良 正弘、 武田茂樹
    • Organizer
      電子情報通信学会 スマート無線研究会
    • Place of Presentation
      京都テルサ
    • Year and Date
      2014-07-23
    • Related Report
      2014 Research-status Report
  • [Presentation] 受信信号電力のCDFを用いたスペクトル利用率測定法における検出閾値の最適化と特性評価

    • Author(s)
      姚 依林・櫻井健大・梅比良正弘・武田茂樹
    • Organizer
      電子情報通信学会技術研究報告 SR2013-78
    • Place of Presentation
      東北大学
    • Related Report
      2013 Research-status Report
  • [Presentation] AAGCを用いたクロック抽出・電力検出併用スペクトルセンシング方式

    • Author(s)
      櫻井健大・梅比良正弘・武田茂樹
    • Organizer
      電子情報通信学会技術研究報告 SR2013-79
    • Place of Presentation
      東北大学
    • Related Report
      2013 Research-status Report
  • [Presentation] 受信信号電力のCDFを用いたスペクトル利用率測定における変調方式の影響

    • Author(s)
      姚 依林・櫻井健大・梅比良正弘・武田茂樹
    • Organizer
      電子情報通信学会 総合大会B-17-11
    • Place of Presentation
      新潟大学
    • Related Report
      2013 Research-status Report
  • [Presentation] 受信信号電力のCDFを用いたスペクトル利用率測定法の実験による評価

    • Author(s)
      良知 昌太・梅比良 正弘
    • Organizer
      電子情報通信学会東京支部 学生会研究発表会 71
    • Place of Presentation
      東海大学 高輪キャンパス
    • Related Report
      2013 Research-status Report

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Published: 2014-07-25   Modified: 2019-07-29  

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