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Signal separation from the mixture of correlated multiple signals and its application

Research Project

Project/Area Number 12450163
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field Measurement engineering
Research InstitutionTOKYO UNIVERSITY OF AGRICULTURE AND TECHNOLOGY

Principal Investigator

KOBATAKE Hidefumi  Tokyo Univ. of Agri. & Tech., Graduate School of Bio-Applications and Systems Engineering, Professor, 大学院・生物システム応用科学研究科, 教授 (80013720)

Co-Investigator(Kenkyū-buntansha) HAGIHARA Yosihiro  Tokyo Univ. of Agri. & Tech., Graduate School of Bio-Applications and Systems Engineering, Assistant Professor, 大学院・生物システム応用科学研究科, 助手 (80293009)
SHIMIZU Akinobu  Tokyo Univ. of Agri. & Tech., Graduate School of Bio-Applications and Systems Engineering, Associate Professor, 大学院・生物システム応用科学研究科, 助教授 (80262880)
Project Period (FY) 2000 – 2001
Project Status Completed (Fiscal Year 2001)
Budget Amount *help
¥8,500,000 (Direct Cost: ¥8,500,000)
Fiscal Year 2001: ¥3,400,000 (Direct Cost: ¥3,400,000)
Fiscal Year 2000: ¥5,100,000 (Direct Cost: ¥5,100,000)
KeywordsBSS / Signal Separation / Independent Component / Corre l at I on / 音源同定 / 近接音場 / MUSIC法 / 広帯域信号
Research Abstract

The important results of this research projects can be summarized as follows.
Energy sources localization problem has not been fully addressed in nearfield scenario. We have presented an eigen-structure based near-field wideband sources localization method using arbitrarily spaced sensor array. Estimation of the source locations is based on the straightforward exploitation of the eigenstructure of array power spectral density matrices. Our method solves the 3-D (azimuth, elevation and range) localization problem. A fast algorithm but with a sacrifice in the freedom in sensor arrangement is also presented. Simulation tests prove its validity and good performance.
Blind separation of convolutive mixtures is often implemented in rfequency domain. The partial correlation between the frequency representations of original sources is sometimes too high to be neglected and consequently makes the performance of all the BSS methods efficiency down in various degrees. We proposed a recursive blind separation method for lowering the unfavorable effect from the partial correlation. The signal-to-noise ratio is greatly increased at certain bins, which results in a much better separation. Theoretically, it is possible to be used combined with any blind separation method for which the independence is assumed, and better separation can be expected.

Report

(3 results)
  • 2001 Annual Research Report   Final Research Report Summary
  • 2000 Annual Research Report
  • Research Products

    (13 results)

All Other

All Publications (13 results)

  • [Publications] Xuebin Hu, Hidefumi Kobatake, Razalida Lipikorn: "Eigen-structure based near-field wideband source localization"J. Acoust. Soc. Jpn (E). 23. (2002)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Xuebin Hu, Hidefumi Kobatake: "Near-field Energy Source Localization"電子情報通信学会2001年総合大会講演論文集(基礎・境界). 223 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Xuebin Hu, Hidefumi Kobatake: "Blind separation of convolutive mixture using recursive TDD"日本音響学会春季講演論文集. (2002)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Xuebin-Hu, Hidefumi Kobatake: "A Recursive Algorithm for Frequency Domain BSS"電子情報通信学会技術研究報告(応用音響研究会). EA2001-106. 37-44 (2002)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Ynohin Hn, Hidefumi Kobatake, Raialida Lipicorn: "Eigen-structure based near-field wideband sources localization"J. Acoust. Soc. Jpn(E). vol.23(in printing). (2002)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Xuebin Hu, Hidefumi Kobatake: "Near-field Energy Source Localization"Proceedings of 2001 Annual Meeting of IEICE. 223 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Xuebin Hu, Hidefumi Kobatake: "A Recursive Algorithm for Frequency.Domain BSS"Technical Reports of IEICE (Applied Acoustics). vol.EA2001-106. 37-44 (2002)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Xuebin Hu, Hidefumi Kobatake: "Blind separation of convolutive mixture using recursive TDD"Proceedings of Spring Meeting of Acoustical Society of Japan. in printing. (2002)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Xuebin Hu, Hidefumi Kobatake, Rajalida Lipikorn: "Eigen-structure based on near-field wideband sources localization"J. Acoust. Soc. Jpn(E). 23. (2002)

    • Related Report
      2001 Annual Research Report
  • [Publications] Xuebin Hu, Hidefumi Kobatake: "Near-field Energy Source Localization"電子情報通信学会2001年総合大会講演論文集(基礎・境界). 223 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] Xuebin Hu, Hidefumi Kobatake: "A Recursive Algorithm for Frequency Domain BSS"電子情報通信学会技術研究報告(応用音響研究会). EA2001-106. 37-44 (2002)

    • Related Report
      2001 Annual Research Report
  • [Publications] Xuebin Hu, Hidefumi Kobatake: "Blind separation of convolutive mixture using recursive TDD"日本音響学会春季講演論文集. (2002)

    • Related Report
      2001 Annual Research Report
  • [Publications] Ko Gakufu and Hidefumi Kobatake: "Near Field Acoustic source Localization by Sensor Array Processing"Proc.of the Spring Meeting of IEICE. (2001)

    • Related Report
      2000 Annual Research Report

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Published: 2000-04-01   Modified: 2016-04-21  

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