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Analysis and application of delta sigma modulator using chaos

Research Project

Project/Area Number 26820131
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Electron device/Electronic equipment
Research InstitutionAoyama Gakuin University

Principal Investigator

Ioka Eri  青山学院大学, 理工学部, 助教 (50583564)

Co-Investigator(Renkei-kenkyūsha) IOKA Eri  青山学院大学, 理工学部電気電子工学科, 助教 (50583564)
Research Collaborator MATSUYA Yasuyuki  
KITAJIMA Hiroyuki  
INAGAKI Youji  
MAKISHIMA Ryo  
WATANABE Nozomi  
Project Period (FY) 2014-04-01 – 2017-03-31
Project Status Completed (Fiscal Year 2016)
Budget Amount *help
¥3,380,000 (Direct Cost: ¥2,600,000、Indirect Cost: ¥780,000)
Fiscal Year 2015: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2014: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
KeywordsΔΣ変調器 / カオス変調器 / リアプノフ指数 / ノイズ特性 / カオス / デルタシグマ変調器 / 間欠性カオス / 分岐 / カオス時系列解析 / カオス解析 / パラメータの可視化
Outline of Final Research Achievements

The FFT analysis is usually used as evaluation way of the performance of delta sigma modulator. We focused on that the output sequence of the delta sigma modulator becomes chaos when it performs normally. Hence, we studied a new performance analysis method using Lyapunov exponent for the delta sigma modulator. First, we illustrated two-parameter bifurcation diagram on parameter region of integrator leaks, and compered that result with FFT analysis to represent the integrator output sequence can optimize the performance of the modulator. Second, we applied the Lyapunov exponent to output sequence of double loop chaotic delta sigma modulator by using Sano and Sawada's algorithm. This result shows that the Lyapunov exponent becomes positive when the normal performance of the chaotic delta sigma modulator is observed from both the bifurcation diagram and FFT analysis. Moreover, we could confirm unstable period points in the chaos appear as weak tones at the shaping noise.

Report

(4 results)
  • 2016 Annual Research Report   Final Research Report ( PDF )
  • 2015 Research-status Report
  • 2014 Research-status Report
  • Research Products

    (7 results)

All 2016 2015 2014

All Journal Article (1 results) (of which Peer Reviewed: 1 results,  Acknowledgement Compliant: 1 results) Presentation (6 results) (of which Int'l Joint Research: 1 results)

  • [Journal Article] Noise Characteristic of the Chaotic Double Loop Delta Sigma Modulator2016

    • Author(s)
      Eri Ioka, Nozomi Watanabe, Ryo Makishima, Yasuyuki Matsuya
    • Journal Title

      International Journal of Bifurcation and Chaos

      Volume: 26 Issue: 11 Pages: 1650178-1650178

    • DOI

      10.1142/s0218127416501789

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Presentation] Noise characteristic of chaotic double loop delta sigma modulator2016

    • Author(s)
      井岡 惠理
    • Organizer
      Numerical Bifurcation Analysis 2016
    • Place of Presentation
      岡山理科大学
    • Year and Date
      2016-12-18
    • Related Report
      2016 Annual Research Report
  • [Presentation] Chaotic Delta Sigma Modulator with Pseudo MASH Structure for Using Low Frequency Sensors2016

    • Author(s)
      Nozomi Watanabe, Ryo Makishima, Eri Ioka
    • Organizer
      International Workshop on Nonlinear Circuits, Communications and Signal Processing 2016
    • Place of Presentation
      The Hilton Waikiki Beach Hotel(アメリカ合衆国)
    • Year and Date
      2016-03-06
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] ΔΣ変調器のリミットサイクル発振の実験による解析2015

    • Author(s)
      渡邊のぞみ,牧島亮,井岡惠理,松谷康之
    • Organizer
      電子回路研究会
    • Place of Presentation
      東京電機大学北千住キャンパス(東京都・足立区)
    • Year and Date
      2015-03-05 – 2015-03-06
    • Related Report
      2014 Research-status Report
  • [Presentation] 積分器のリークを持つ2次ΔΣ変調器における疑似MASH構成を用いたノイズフロアの低減手法の検討2014

    • Author(s)
      牧島亮,井岡惠理,松谷康之
    • Organizer
      電子回路研究会
    • Place of Presentation
      秋田大学手形キャンパス(秋田県,秋田市)
    • Year and Date
      2014-10-09 – 2014-10-10
    • Related Report
      2014 Research-status Report
  • [Presentation] The effect of integrator leakages on idle tone of double loop delta sigma modulator2014

    • Author(s)
      Eri Ioka, Ryo Makishima, Yasuyuki Matusya
    • Organizer
      2014 International Symposium on Nonlinear Theory and its Applications
    • Place of Presentation
      Luzern, Switzerland
    • Year and Date
      2014-09-14 – 2014-09-18
    • Related Report
      2014 Research-status Report
  • [Presentation] 積分器リークを考慮した1次ΔΣA/D変換の研究2014

    • Author(s)
      井岡惠理, 牧嶋亮,松谷康之
    • Organizer
      非線形問題研究会
    • Place of Presentation
      函館市中央図書館(北海道・函館市)
    • Year and Date
      2014-07-21 – 2014-07-22
    • Related Report
      2014 Research-status Report

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Published: 2014-04-04   Modified: 2018-03-22  

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