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Research and development on signal separation techniques which can work effectively for interfaces

Research Project

Project/Area Number 18500146
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Perception information processing/Intelligent robotics
Research InstitutionNational Institute of Advanced Industrial Science and Technology

Principal Investigator

KAWAMOTO Mitsuru  National Institute of Advanced Industrial Science and Technology, Information Technology Research Institute, Resarch Scientist (10300865)

Co-Investigator(Kenkyū-buntansha) OGATA Jun  Information Technology Research Institute, 情報技術研究部門, Research Scintist (10392599)
Project Period (FY) 2006 – 2007
Project Status Completed (Fiscal Year 2007)
Budget Amount *help
¥3,890,000 (Direct Cost: ¥3,500,000、Indirect Cost: ¥390,000)
Fiscal Year 2007: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Fiscal Year 2006: ¥2,200,000 (Direct Cost: ¥2,200,000)
KeywordsMoving sources / Bangs / Signal separation methods / Interfaces
Research Abstract

The objective of the research project is to propose the separation method for recovering moving sources and bangs from their mixtures. As for the method for separating moving sources, we have proposed three kinds of methods : 1. An eigenvector algorithms, 2 A super-exponential method, and 3 A beamforming. The eigenvector algorithm can work such that the desired solution for recovering sources can be obtained with one iteration. The super-exponential method can work so that the desired solution for recovering sources can be obtained with exponential rate. On the beamforming, at first, the localization of moving sources is implemented and then based on the information on the localization, the beamforming is applied to recover the moving sources. Among the three proposed method, the third one is best for separating moving sources. As for the method for separating bangs, we consider that the bang can be recovered by using the third method. On the problem of what are suitable methods for the interface between human and machine, we will continue to investigate its solutions.

Report

(3 results)
  • 2007 Annual Research Report   Final Research Report Summary
  • 2006 Annual Research Report
  • Research Products

    (32 results)

All 2008 2007 2006

All Journal Article (14 results) (of which Peer Reviewed: 6 results) Presentation (18 results)

  • [Journal Article] A Matrix Pseudo-Inversion Lemma for Positive Semidefinite Hermitian Matrices and Its Application to Adaptive Blind Deconvolution of MIMO Systems2008

    • Author(s)
      Kiyotaka Kohno
    • Journal Title

      IEEE Transactions on Circuits and Systems Part I 55

      Pages: 424-435

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] A Matrix Pseudo-Inversion Lemma for Positive Semidefinite Hermitian Matricesand Its Application to Adaptive Blind Deconvolution of MIMO Systems2008

    • Author(s)
      Kiyotaka Kohno, Yujiro Inouye, and Mitsuru Kawamoto
    • Journal Title

      IEEE Transactions on Circuits and Systems Part I 55

      Pages: 424-435

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Robust Eigenvector Algorithms for Blind Deconvolution of MIMO Linear Systems2007

    • Author(s)
      Mitsuru Kawamoto
    • Journal Title

      Circuits, System and Signal Processing Journal 26

      Pages: 473-494

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] Eigenvector Algorithms Incorporated with Reference Systems for Solving Blind Deconvolution of MIMO-IIR Linear Systems2007

    • Author(s)
      Mitsuru Kawamoto
    • Journal Title

      IEEE Signal Processing Letters 14

      Pages: 996-999

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] Eigenvector Algorithms Incorpoiated with Reference Systems for Solving Blind Deconvolution of MIMO-IIR Linear Systems2007

    • Author(s)
      Mitsuru Kawamoto
    • Journal Title

      IEEE Signal Processing Letters 14

      Pages: 996-999

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] A Matrix Pseudo-Inversion Lemma for Positive Semidefinite Hermitian Matrices and Its Application to Adaptive Blind Deconvolution of MIMO Systems2007

    • Author(s)
      Mitsuru Kawamoto
    • Journal Title

      IEEE Transactions on Circuits and systems Part I 55

      Pages: 424-435

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Robust Eigenvector Algorithms for Blind Deconvolution of MIMO Linear Systeins2007

    • Author(s)
      Mitsuru Kawamoto, Kiyotaka Kohno, and Yujiro Inouve
    • Journal Title

      Circuits, System and Signal Processing Joumal 26

      Pages: 473-494

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Eigenvector Algorithms Incorporated with Reference Systems for Solving Blind Deconvolution of MIMO-IIR Linenr Systems2007

    • Author(s)
      Mitsuru Kawamoto, Kiyotaka Kohno, and Yujiro Inouye
    • Journal Title

      IEEE Signal processing Letters 14

      Pages: 996-999

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Robust Eigenvector Algorithms for Blind Deconvolution of MIMO Linear Systems2007

    • Author(s)
      Mitsuru Kawamoto, Kiyotaka Kohno, Yujiro
    • Journal Title

      Circuits, Systems and Signal Processing

    • Related Report
      2006 Annual Research Report
  • [Journal Article] A Matrix Pseudo-Inversion Lemma for Positive Semidefinite Hermitian Matrices and Its Application to Adaptive Blind Deconvolution of MIMO2007

    • Author(s)
      Kiyotaka Kohno, Yujiro Inouye, Mitsuru Kawamoto
    • Journal Title

      IEEE Transactions on Circuits and Systems Part I

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Eigenvector Algorithms for Blind Deconvolution of MIMO-IIR Systems2007

    • Author(s)
      Mitsuru Kawamoto, Kiyotaka Kohno, Yujiro
    • Journal Title

      2007 IEEE International Symposium on Circuits and Systems

    • Related Report
      2006 Annual Research Report
  • [Journal Article] A Matrix Pseudo-Inverstion Lemma and its Application to Block-Based Adaptive Blind Deconvolution for MIMO Systems2007

    • Author(s)
      Kiyotaka Kohno, Yujiro Inouye, Mitsuru Kawamoto
    • Journal Title

      2007 IEEE International Symposium on Circuits and Systems

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Robust Eigenvector Algorithms for Blind Deconvolution of MIMO Linear Channels2007

    • Author(s)
      Mitsuru Kawamoto, Kiyotaka Kohno, Yujiro
    • Journal Title

      2007 IEEE International Conference on Acoustics, Speech, and Signal Processing III

      Pages: 729-732

    • Related Report
      2006 Annual Research Report
  • [Journal Article] 移動音源の追跡と分離に関する一解決法2006

    • Author(s)
      河本満, 浅野太, 麻生英樹, 山本潔
    • Journal Title

      日本音響学会2006年秋季研究発表会講演論文集

      Pages: 487-488

    • Related Report
      2006 Annual Research Report
  • [Presentation] Blind Deconvolution of MIMO-IIR Systems:A two-stage EVA2007

    • Author(s)
      Mitsuru Kawamoto
    • Organizer
      Proc.of 14th International Conference on Neural Information Processing
    • Place of Presentation
      北九州
    • Year and Date
      2007-11-15
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Blind Deconvolution of MIMO-IIR Systems : A two-stage EVA2007

    • Author(s)
      Mitsuru Kawamoto
    • Organizer
      Proc. of 14th International Conference on Neural Information Processing
    • Place of Presentation
      Kitakyusyu
    • Year and Date
      2007-11-15
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Blind Deconvolution of MIMO-IIR Systems: A two-stage EVA2007

    • Author(s)
      Mitsuru Kawamoto, Yujiro Inouye, and Kiyotaka Kohno
    • Organizer
      Proc.of 14th International Conference on Neural Information Processing
    • Place of Presentation
      北九州
    • Year and Date
      2007-11-15
    • Related Report
      2007 Annual Research Report
  • [Presentation] An Eigenvector Algorithm with Reference Signals Using a Deflation Approach for Blind Deconvolution2007

    • Author(s)
      Mitsuru Kawamoto
    • Organizer
      Proc.of 7th International Conference on Independent Component Analysis and Signal Processing
    • Place of Presentation
      London,UK
    • Year and Date
      2007-09-11
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] An Eigenvector Algorithm with Reference Signals Using a Deflation Approach for Blind Deconvolution2007

    • Author(s)
      Mitsuru Kawamoto
    • Organizer
      Proc. of 7th International Conference on Independent Component Analysis and Signal Processing
    • Place of Presentation
      London, U. K.
    • Year and Date
      2007-09-11
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] An Eigenvector Algorithm with Reference Signals Using a Deflation Approach for Blind Dec2007

    • Author(s)
      Mitsuru Kawamoto, Yujiro Inouye, Kiyotaka Kohno, and Tekeshi Maeda
    • Organizer
      Proc.of 7th Internatlonal Conterence on Inctepenctent Component Analysls and Sirnal Processmg
    • Place of Presentation
      London, UK
    • Year and Date
      2007-09-11
    • Related Report
      2007 Annual Research Report
  • [Presentation] Robust Super-Exponential Methods for Blind Deconvolution of MIMO-FIR Systems with Ga2007

    • Author(s)
      Kiyotaka Kohno, Yujiro Inouye, and Mitsuru Kawamoto
    • Organizer
      Proc.of 15th European Signal Processing Conference
    • Place of Presentation
      Poznan, Poland
    • Year and Date
      2007-09-06
    • Related Report
      2007 Annual Research Report
  • [Presentation] Traeking a Varying Number of Sound Sources Using Particle Filtering2007

    • Author(s)
      Angela Quinlan, Mitsuru Kawamoto, Futoshi Asano, Hideki Asoh, and Kiyoshi Yamamoto
    • Organizer
      Proc.of Signal and Image Processing
    • Place of Presentation
      Honolulu, Hawaii, USA
    • Year and Date
      2007-08-20
    • Related Report
      2007 Annual Research Report
  • [Presentation] Eigenvector Algorithms for Blind Deconvolution of MIMO-IIR Systems2007

    • Author(s)
      Mitsuru Kawamoto
    • Organizer
      Proc.of IEEE International Symposium on Circuits and Systems
    • Place of Presentation
      New Orleans,USA
    • Year and Date
      2007-05-30
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Eigenvector Algorithms for Blind Deconvolution of MIMO-IIR Systems2007

    • Author(s)
      Mitsuru Kawamoto
    • Organizer
      Proc. of IEEE International Symposium on Circuits and Systems
    • Place of Presentation
      New Orleans, USA
    • Year and Date
      2007-05-30
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Eigenyector Algorithms for Blind Deconvolution of MIMO-IIR Systems2007

    • Author(s)
      Mitsuru Kawamoto, Kiyotaka Kohno, and Yujiro Inouye
    • Organizer
      Proc.of IEEE International Symposium on Circuits and Systems
    • Place of Presentation
      New Orleans, USA
    • Year and Date
      2007-05-30
    • Related Report
      2007 Annual Research Report
  • [Presentation] A Matrix Pseudo-Inversion Lemma and Its Application to Block-Based Adaptive Blind Deconvolution for MIMO Systems2007

    • Author(s)
      Kiyotaka Kohno, Yujiro Inouye, and Mitsuru Kawamoto
    • Organizer
      Proc.of IEEE International Symposium on Circuits and Systems
    • Place of Presentation
      New Orleans, USA
    • Year and Date
      2007-05-30
    • Related Report
      2007 Annual Research Report
  • [Presentation] Particle Filtering Algorithms for Tracking Multiple Sound Sources Using Microphone Arrays2007

    • Author(s)
      Mitsuru Kawamoto
    • Organizer
      Proc.of IEEE International Conference on Acoustics, Speech, and Signal Processing
    • Place of Presentation
      Hawaii Convention Center,Honolulu,Hawaii,USA
    • Year and Date
      2007-04-18
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Particle Filtering Algorithms for Tracking Multiple Sound Sources Using Microphone Arrays2007

    • Author(s)
      Mitsuru Kawamoto, Futoshi Asano, Hideki Asoh, and Kiyoshi Yamamoto
    • Organizer
      Proc.of IEEE International Conference on Acoustics, Speech, and Signal P
    • Place of Presentation
      Hawaii Convention Center, Honolulu, Hawaii, USA
    • Year and Date
      2007-04-18
    • Related Report
      2007 Annual Research Report
  • [Presentation] Robust Eigenvector Algorithms for Blind Deconvolution of MIMO Linear Channels2007

    • Author(s)
      Mitsuru Kawamoto
    • Organizer
      Proc.of IEEE International Conference on Acoustics, Speech, and Signal Processing
    • Place of Presentation
      Hawaii Convention Center,Honolulu,Hawaii,USA
    • Year and Date
      2007-04-17
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Robust Eigenvector Algorithms for Blind Deconvolution of MIMO Linear Channels2007

    • Author(s)
      Mitsuru Kawamoto
    • Organizer
      Proc. of IEEE International Conference on Acoustics, Speech, and Signal Processing
    • Place of Presentation
      Hawaii Convention Center, Honolulu, Hawaii, USA
    • Year and Date
      2007-04-17
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Particle Filtering Algorithms for Tracking Multiple Sound Sources Using Microphone Arrays2007

    • Author(s)
      Mitsuru Kawamoto
    • Organizer
      Proc. of IEEE International Conference on Acoustics, Speech, and Signal Processing
    • Place of Presentation
      Hawaii Convention Center, Honolulu, Hawaii, USA
    • Year and Date
      2007-04-17
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Robust Eigenvector Algorithms for Blind Deconvolution of MIMO Linear Channels2007

    • Author(s)
      Mitsunl Kawamoto, Kiyotaka Kohno, and Yujiro Inouye
    • Organizer
      Proc.of IEEE International Conference on Acoustics, Speech, and Signal P
    • Place of Presentation
      Hawaii Convention Center, Honolulu, Hawaii, USA
    • Year and Date
      2007-04-17
    • Related Report
      2007 Annual Research Report

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Published: 2006-04-01   Modified: 2016-04-21  

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