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Abnormal Signal Detection in High-speed and Real-time by usingInnovative Parasitic Discrete Wavelet Transform

Research Project

Project/Area Number 22560418
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Measurement engineering
Research InstitutionToyohashi University of Technology

Principal Investigator

ZHANG Zhong  豊橋技術科学大学, 大学院・工学研究科, 教授 (50254579)

Co-Investigator(Kenkyū-buntansha) IMAMURA Takashi  豊橋技術科学大学, 大学院・工学研究科, 助教 (10422809)
Project Period (FY) 2010 – 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: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2011: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2010: ¥2,600,000 (Direct Cost: ¥2,000,000、Indirect Cost: ¥600,000)
Keywordsアルゴリズム / 計測工学 / 信号処理 / 異常診断 / 実時間処理
Research Abstract

Until now, as the method of analyzing signal, a lot of frequency analysis methods have been used. The wavelet transform which has effectiveness in analysis for non-stationary signals is focused. This research aims to improve the following 2 points in Variable Filter Band Discrete Wavelet Transform (VFB-DWT) which is proposed by author; (1) solving the energy loss problem which makes reducing of signal power atthe specific frequency band in an analytical signal through the analysis process of the VFB-DWT , (2) constructing the assistance method to determine the appropriatethreshold value of VFB-DWT. Finally, improvement of analysis accuracy has been achieved through this research, and its effectiveness has been confirmed through the application in fetal cardiac signals analysis and in-vehicle road noise analysis.

Report

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

    (56 results)

All 2012 2011 2010 Other

All Journal Article (15 results) (of which Peer Reviewed: 15 results) Presentation (34 results) Remarks (4 results) Patent(Industrial Property Rights) (3 results) (of which Overseas: 2 results)

  • [Journal Article] Real World Source Separation by Combining ICA and VD-CDWT in Time-Frequency Domain2012

    • Author(s)
      Zhong Zhang, Yasudake Aoki, Hiroshi Toda, Takashi Imamura and Tetsuo Miyake
    • Journal Title

      International Journal of innovative Computing Information and Control

      Volume: Vol.9 No.4 Pages: 1737-1757

    • Related Report
      2012 Annual Research Report 2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] ステアリングシステムの音源探査技術の開発(リアルタイム解析の実用化)2012

    • Author(s)
      石井 秀明, 足高正善, 章 忠, 今村 孝
    • Journal Title

      日本設備管理学会誌

      Volume: Vol.24 No.3 Pages: 112-119

    • NAID

      40019470066

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] Identification of Electric Power Steering System Rattle Noise Source While Driving on a Belgian Road Using a Wavelet Transform, Innovative Computing2012

    • Author(s)
      H.Ishi, Z.Zhang and T.Imamura
    • Journal Title

      Information and Control Express letters

      Volume: Vol. 6, Num. 4 Pages: 1005-1012

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] A Study of Abnormal Signal Extraction by Using Parasitic Discrete Wavelet Transform2012

    • Author(s)
      Z.Zhang, J.Ohtaki, H.Toda, T.Imamura, T. Miyake and Y. Ishikawa
    • Journal Title

      Innovative Computing, Information and Control Express letters

      Volume: Vol. 6, Num. 4 Pages: 999-1004

    • Related Report
      2012 Annual Research Report 2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] ステアリングシステムの音源探査技術の開発,-悪路走行時におけるラトル音の解析-2012

    • Author(s)
      石井 秀明, 植村 広, 章 忠, 今村 孝
    • Journal Title

      日本設備管理学会誌

      Volume: Vol.23 No.4 Pages: 184-190

    • NAID

      40019214514

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] Identification of Electric Power Steering System Rattle Noise Source While Driving on a Belgian Road Using a Wavelet Transform2012

    • Author(s)
      H.Ishi, Z.Zhang and T.Imamura
    • Journal Title

      Innovative Computing, Information and Control Express letters

      Volume: 6 Pages: 1005-1012

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] ステアリングシステムの音源探査技術の開発 (リアルタイム解析の実用化)2012

    • Author(s)
      石井 秀明, 足高正善,章 忠,今村 孝
    • Journal Title

      日本設備管理学会誌

      Volume: 24 Pages: 112-119

    • NAID

      40019470066

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] ステアリングシステムの音源探査技術の開発-悪路走行時におけるラトル音の解析-2012

    • Author(s)
      石井秀明, 植村広, 章忠, 今村孝
    • Journal Title

      日本設備管理学会誌

      Volume: Vol.23 Pages: 184-190

    • NAID

      40019214514

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 完全シフト不変性を実現する実数型タイトウェーブレット・フレーム2011

    • Author(s)
      戸田 浩, 章 忠,今村 孝
    • Journal Title

      日本応用数理学会論文誌

      Volume: Vol.21, No.4 Pages: 255-28

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] イオン電流を用いた時間-周波数解析によるノッキング検出2011

    • Author(s)
      章 忠, 斎木典保, 今村 孝, 三宅哲夫, 戸田 浩, 泉 光宏, 楠原 功, 南口昌弘
    • Journal Title

      日本機械学会論文集 B 編

      Volume: Vol.77, No. 782 Pages: 1994-2003

    • NAID

      130001433029

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] ステアリングシステムの音源探査技術の開発2011

    • Author(s)
      石井秀明, 植村 広, 章 忠, 今村 孝
    • Journal Title

      計測自動制御学会産業論文集

      Volume: Vol.10, No.9 Pages: 73-80

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] 完全シフト不変定理を基礎に高速フーリエ変換を用いて構築する正規直交複素数ウェーブレット変換2011

    • Author(s)
      戸田浩, 章 忠,今村 孝
    • Journal Title

      日本応用数理学会論文誌

      Volume: Vol.21, No.1 Pages: 1-24

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] ステアリングシステムの音源探査技術の開発2011

    • Author(s)
      石井秀明, 植村広, 章忠, 今村孝
    • Journal Title

      計測自動制御学会産業論文誌

      Volume: Vol.10 Pages: 73-80

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Knocking Detection from Ion Current by Using Time-Frequency Analysis2011

    • Author(s)
      章忠, 斎木典保, 今村孝, 三宅哲夫, 戸田浩, 泉光宏, 楠原功, 南口昌弘
    • Journal Title

      TRANSACTIONS OF THE JAPAN SOCIETY OF MECHANICAL ENGINEERS Series B

      Volume: 77 Issue: 782 Pages: 1994-2003

    • DOI

      10.1299/kikaib.77.1994

    • NAID

      130001433029

    • ISSN
      0387-5016, 1884-8346
    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 完全シフト不変性を実現する実数型タイトウェーブレット・フレーム2011

    • Author(s)
      戸田浩, 章忠, 今村孝
    • Journal Title

      日本応用数理学会論文誌

      Volume: Vol.21 Pages: 255-288

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Presentation] A Novel Design Method for Directional Selection of 2-Dimensional Complex Wavelet Packet Transform2012

    • Author(s)
      akeshi KATO, Zhong ZHANG, Hiroshi TODA, Takashi IMAMURA, and Tetsuo MIYAKE
    • Organizer
      Proc. of the 2012 International Conference on Wavelet Analysis and Pattern Recognition(ICWAPR2012)
    • Place of Presentation
      Xi'an
    • Related Report
      2012 Final Research Report
  • [Presentation] Variable-Filter-Band Discrete Wavelet Transform: Improving Energy Loss problem2012

    • Author(s)
      Zhong ZHANG, Jin OHTAKI, Hiroshi TODA, Takashi IMAMURA
    • Organizer
      Proc. of the 2012 International Conference on Wavelet Analysis and Pattern Recognition(ICWAPR20120
    • Place of Presentation
      Xi'an
    • Related Report
      2012 Final Research Report
  • [Presentation] A Novel Variable-Filter-Band Discrete Wavelet Transform2012

    • Author(s)
      Zhong ZHANG, Hiroshi TODA, Takashi IMAMURA and Tetsuo MIYAKE
    • Organizer
      Proc. of the 2012 International Conference on Wavelet Analysis and Pattern Recognition(ICWAPR2012)
    • Place of Presentation
      Xi'an
    • Related Report
      2012 Final Research Report
  • [Presentation] Perfect-Translation-Invariant 3-Dilation Complex Discrete Wavelet Transform Based on 3-Dilation Orthogonal Basis2012

    • Author(s)
      Hiroshi TODA, Zhong ZHANG, Takashi IMAMURA
    • Organizer
      Proc. of the 2012 International Conference on Wavelet Analysis and Pattern Recognition(ICWAPR2012)
    • Place of Presentation
      Xi'an
    • Related Report
      2012 Final Research Report
  • [Presentation] 2次元複素数離散ウェーブレット変換の方向選択性の設計とその応用2012

    • Author(s)
      加藤毅,章 忠,戸田浩,今村孝,三宅哲夫
    • Organizer
      第40回可視化情報シンポジウム
    • Related Report
      2012 Final Research Report
  • [Presentation] A New Variable-Band Filter Design Method for the Discrete Wavelet Transform2012

    • Author(s)
      Zhong Zhang, Hiroshi Toda, Takashi Imamura, Tetsuo Miyake
    • Organizer
      Proc. of the 2012 Ninth International Conference on Information Technology: New Generations (INTG2012, Las Vegas)
    • Related Report
      2012 Final Research Report
  • [Presentation] A New Variable-Band Filter Design Method for the Discrete Wavelet Transform2012

    • Author(s)
      Zhong Zhang, Hiroshi Toda, Takashi Imamura, Tetsuo Miyake
    • Organizer
      the 2012 Ninth International Conference on Information Technology: New Generations (INTG2012)
    • Place of Presentation
      Las Vegas, USA
    • Related Report
      2012 Annual Research Report
  • [Presentation] 2次元複素数離散ウェーブレット変換の方向選択性の設計とその応用2012

    • Author(s)
      加藤毅,章 忠,戸田浩,今村孝,三宅哲夫
    • Organizer
      第40回可視化情報シンポジウム
    • Place of Presentation
      東京
    • Related Report
      2012 Annual Research Report
  • [Presentation] Perfect-Translation-Invariant 3-Dilation Complex Discrete Wavelet Transform Based on 3-Dilation Orthogonal Basis2012

    • Author(s)
      Hiroshi TODA, Zhong ZHANG, Takashi IMAMURA
    • Organizer
      the 2012 International Conference on Wavelet Analysis and Pattern Recognition(ICWAPR2012)
    • Place of Presentation
      Xi'an, China
    • Related Report
      2012 Annual Research Report
  • [Presentation] A Novel Variable-Filter-Band Discrete Wavelet Transform2012

    • Author(s)
      Zhong ZHANG, Hiroshi TODA, Takashi IMAMURA and Tetsuo MIYAKE
    • Organizer
      the 2012 International Conference on Wavelet Analysis and Pattern Recognition(ICWAPR2012)
    • Place of Presentation
      Xi'an, China
    • Related Report
      2012 Annual Research Report
  • [Presentation] Variable-Filter-Band Discrete Wavelet Transform: Improving Energy Loss problem2012

    • Author(s)
      Zhong ZHANG, Jin OHTAKI, Hiroshi TODA, Takashi IMAMURA
    • Organizer
      the 2012 International Conference on Wavelet Analysis and Pattern Recognition(ICWAPR2012)
    • Place of Presentation
      Xi'an, China
    • Related Report
      2012 Annual Research Report
  • [Presentation] A Novel Design Method for Directional Selection of 2-Dimensional Complex Wavelet Packet Transform2012

    • Author(s)
      Takeshi KATO, Zhong ZHANG, Hiroshi TODA, Takashi IMAMURA, and Tetsuo MIYAKE
    • Organizer
      the 2012 International Conference on Wavelet Analysis and Pattern Recognition(ICWAPR2012)
    • Place of Presentation
      Xi'an, China
    • Related Report
      2012 Annual Research Report
  • [Presentation] 寄生的離散ウェーブレット変換による異常信号抽出報に関する検討2011

    • Author(s)
      大滝仁, 章忠, 戸田浩, 今村孝, 三宅哲夫, 石川康宏
    • Organizer
      日本機械学会東海支部第60期総会講演会
    • Place of Presentation
      豊橋,豊橋技術科学大学
    • Year and Date
      2011-03-14
    • Related Report
      2010 Annual Research Report
  • [Presentation] 第3 世代の Wavelet と独立成分分析による心電図・心磁図の解析2011

    • Author(s)
      石川康宏,堀畑 聡,堀米仁志,戸田浩,章 忠
    • Organizer
      第21回体表心臓微小電位研究会
    • Year and Date
      2011-02-26
    • Related Report
      2012 Final Research Report
  • [Presentation] 第3世代のWaveletと独立成分分析による心電図・心磁図の解析2011

    • Author(s)
      石川康宏, 堀畑聡, 堀米仁志, 戸田浩, 章忠
    • Organizer
      第21回体表心臓微小電位研究会
    • Place of Presentation
      東京,日本大学会館
    • Year and Date
      2011-02-26
    • Related Report
      2010 Annual Research Report
  • [Presentation] 寄生的離散ウェーブレット変換のエネルギー損失の改善とその応用2011

    • Author(s)
      大滝 仁,章 忠,戸田 浩,今村 孝,三宅哲夫,石川 康宏
    • Organizer
      第54回自動制御連合講演会
    • Related Report
      2012 Final Research Report
  • [Presentation] 実信号マザーウェーブレットを用いたポンプ異常兆候検出手法2011

    • Author(s)
      長松 隆, 藤野 高行, 五福 明夫, 章 忠
    • Organizer
      第54回自動制御連合講演会
    • Related Report
      2012 Final Research Report
  • [Presentation] 完全シフト不変定理を基礎とする離散ウェーブレット変換2011

    • Author(s)
      戸田 浩,章 忠,今村 孝
    • Organizer
      第54回自動制御連合講演会
    • Related Report
      2012 Final Research Report
  • [Presentation] 完全シフト不変性を実現する実数値関数ウェーブレットフレーム2011

    • Author(s)
      戸田浩,章 忠,今村 孝
    • Organizer
      日本応用数理学会 2011年度年会
    • Related Report
      2012 Final Research Report
  • [Presentation] 寄生的離散ウェーブレット変換とその問題点2011

    • Author(s)
      章 忠, 大滝仁,今村 孝,三宅哲夫,戸田浩
    • Organizer
      H23 年度数学・数理化学と諸科学・産業との連携研究ワークショップ:ウェーブレット理論と工学への応用
    • Place of Presentation
      プロシーディングス
    • Related Report
      2012 Final Research Report
  • [Presentation] シフト不変複素数離散ウェーブレット変換2011

    • Author(s)
      章 忠, 戸田 浩
    • Organizer
      可視化情報
    • Related Report
      2012 Final Research Report
  • [Presentation] The Wide Designed DiscreteWavelet Transforms Based on the Perfect Translation Invariance Theorem2011

    • Author(s)
      Hiroshi Toda, Zhong Zhang, Takashi Imamura
    • Organizer
      Proc. of the 2011 International Conference on Wavelet Analysis and Pattern Recognition(ICWAPR2011)
    • Place of Presentation
      Guilin
    • Related Report
      2012 Final Research Report
  • [Presentation] Tetsuo Miyake, A Study of Direction Selection Properties of the 2-Dimensional Complex Wavelet Packet Transform2011

    • Author(s)
      Zhong Zhang, Takeshi Kato, Hiroshi Toda, Takashi Imamura
    • Organizer
      Proc. of the 2011 International Conference on Wavelet Analysis and Pattern Recognition(ICWAPR2011)
    • Place of Presentation
      Guilin
    • Related Report
      2012 Final Research Report
  • [Presentation] 寄生的離散ウェーブレット変換による異常信号抽出報に関する検討2011

    • Author(s)
      大滝仁,章 忠,戸田浩,今村孝,三宅哲夫,石川康宏
    • Organizer
      日本機械学会東海支部第60 期総会講演会
    • Related Report
      2012 Final Research Report
  • [Presentation] シフト不変複素数離散ウェーブレット変換2011

    • Author(s)
      章忠, 戸田浩
    • Organizer
      可視化情報シンポジウム2011
    • Place of Presentation
      東京都,工学院大学(招待講演)
    • Related Report
      2011 Annual Research Report
  • [Presentation] 寄生的離散ウェーブレット変換とその問題点2011

    • Author(s)
      章忠
    • Organizer
      H23年度数学・数理化学と諸科学・産業との連携研究ワークショップ:ウェーブレット理論と工学への応用
    • Place of Presentation
      大阪府,大阪教育大学(招待講演)
    • Related Report
      2011 Annual Research Report
  • [Presentation] 完全シフト不変性を実現する実数値関数ウェーブレットフレーム2011

    • Author(s)
      戸田浩, 章忠, 今村孝
    • Organizer
      日本応用数理学会2011年度年会
    • Place of Presentation
      京都府,同志社大学
    • Related Report
      2011 Annual Research Report
  • [Presentation] 完全シフト不変定理を基礎とする離散ウェーブレット変換2011

    • Author(s)
      戸田浩, 章忠, 今村孝
    • Organizer
      第54回自動制御連合講演会
    • Place of Presentation
      愛知県,豊橋技術科学大学
    • Related Report
      2011 Annual Research Report
  • [Presentation] 寄生的離散ウェーブレット変換のエネルギー損失の改善とその応用2011

    • Author(s)
      大滝仁, 章忠, 戸田浩, 今村孝, 三宅哲夫, 石川康宏
    • Organizer
      第54回自動制御連合講演会
    • Place of Presentation
      愛知県,豊橋技術科学大学
    • Related Report
      2011 Annual Research Report
  • [Presentation] シフト不変複素数離散ウェーブレット変換と ICA による胎児 MCG 信号の抽出2010

    • Author(s)
      畑 聡,石川康宏,堀米仁志,戸田浩,章 忠
    • Organizer
      第四回ウェーブレット変換およびその応用に関するワークショップ
    • Related Report
      2012 Final Research Report
  • [Presentation] Parasitic Decrease Wavelet Transform and its Application on denoising2010

    • Author(s)
      Z. ZHANG, N. SAIKI, H. TODA, T. IMAMURAand T. MIYAKE
    • Organizer
      Proc. of International Conference of Wavelet Analysis and Pattern Recognition(ICWAPR2010
    • Place of Presentation
      China
    • Related Report
      2012 Final Research Report
  • [Presentation] The General Perfect Translation Invariance Theorem and its Application for an Orthogonal Complex Wavelet Basis on the Hardy Space2010

    • Author(s)
      H. TODA, Z. ZHANG, T. IMAMURA
    • Organizer
      Proc. of International Conference of Wavelet Analysis and Pattern Recognition(ICWAPR2010)
    • Place of Presentation
      China
    • Related Report
      2012 Final Research Report
  • [Presentation] Parasitic Decrease Wavelet Transform and its Application on denoising2010

    • Author(s)
      Z.ZHANG, N.SAIKI, H.TODA, T.IMAMURA, T.MIYAKE
    • Organizer
      International Conference of Wavelet Analysis and Pattern Recognition(ICWAPR2010)
    • Place of Presentation
      China, Qingdao
    • Related Report
      2010 Annual Research Report
  • [Presentation] シフト不変複素数離散ウェーブレット変換とICAによる胎児MCG信号の抽出2010

    • Author(s)
      堀畑聡, 石川康宏, 堀米仁志, 戸田浩, 章忠
    • Organizer
      第四回ウェーブレット変換およびその応用に関するワークショップ
    • Place of Presentation
      豊橋,豊橋技術科学大学
    • Related Report
      2010 Annual Research Report
  • [Remarks]

    • URL

      http://is.me.tut.ac.jp

    • Related Report
      2012 Final Research Report
  • [Remarks] 計測システム研究室

    • URL

      http://is.me.tut.ac.jp

    • Related Report
      2012 Annual Research Report
  • [Remarks]

    • URL

      http://is.me.tut.ac.jp

    • Related Report
      2011 Annual Research Report
  • [Remarks]

    • URL

      http://is.me.tut.ac.jp

    • Related Report
      2010 Annual Research Report
  • [Patent(Industrial Property Rights)] 車載装置の振動解析及び振動源の特定を行う方法及び装置2011

    • Inventor(s)
      石井秀明,梅村 広,章 忠
    • Industrial Property Rights Holder
      石井秀明,梅村 広,章 忠
    • Industrial Property Number
      2011-079505
    • Filing Date
      2011
    • Related Report
      2012 Final Research Report
  • [Patent(Industrial Property Rights)] Signal Detection Device, Signal Detection Method, and Method of Manufacturing Signal Detection Device2011

    • Inventor(s)
      Zhong Zhang, Tetsuo Miyake, Takashi Imamura
    • Industrial Property Rights Holder
      Zhong Zhang, Tetsuo Miyake, Takashi Imamura
    • Filing Date
      2011
    • Related Report
      2012 Final Research Report
    • Overseas
  • [Patent(Industrial Property Rights)] Signal Detection Device, Signal Detection Method, and Method of Manufacturing Signal Detection Device2011

    • Inventor(s)
      Zhong Zhang, Tetsuo Miyake, Takashi Imamura
    • Industrial Property Rights Holder
      Toyohashi University of Technology
    • Filing Date
      2011-09-09
    • Related Report
      2011 Annual Research Report
    • Overseas

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Published: 2010-08-23   Modified: 2019-07-29  

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