• DocumentCode
    2077753
  • Title

    On the use of the global matched filter for DOA estimation in the presence of correlated waveforms

  • Author

    Fuchs, Jean-Jacques

  • Author_Institution
    IRISA, Univ. de Rennes I, Rennes
  • fYear
    2008
  • fDate
    26-29 Oct. 2008
  • Firstpage
    269
  • Lastpage
    273
  • Abstract
    The correlation between waveforms arriving at an array of sensors, which is generally a consequence of multipath propagation, can drastically degrade the performance of source localization and detection schemes. Most approaches proposed so far to handle this difficulty, consist in performing some preprocessing aiming to decorrelate the signals and have limited effects. They are moreover restricted to specific array geometries. We present a technique that works for any geometry and that is able to handle coherent signals as well. It simply relies on no prior assumption on spatial stationarity.
  • Keywords
    array signal processing; decorrelation; direction-of-arrival estimation; filtering theory; matched filters; sensor arrays; DOA estimation; coherent signals; correlated waveforms; global matched filter; multipath propagation; sensor array; source detection; source localization; Covariance matrix; Decorrelation; Degradation; Direction of arrival estimation; Geometry; Matched filters; Maximum likelihood detection; Maximum likelihood estimation; Sensor arrays; Signal to noise ratio; DOA estimation; correlated waveforms; generalized maximum likelihood ratio; global matched filter;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signals, Systems and Computers, 2008 42nd Asilomar Conference on
  • Conference_Location
    Pacific Grove, CA
  • ISSN
    1058-6393
  • Print_ISBN
    978-1-4244-2940-0
  • Electronic_ISBN
    1058-6393
  • Type

    conf

  • DOI
    10.1109/ACSSC.2008.5074406
  • Filename
    5074406