• DocumentCode
    3414731
  • Title

    The role of subspace swap in music performance breakdown

  • Author

    Johnson, Ben A. ; Abramovich, Yuri I. ; Mestre, Xavier

  • Author_Institution
    RLM, Pty. Ltd., Edinburgh, SA
  • fYear
    2008
  • fDate
    March 31 2008-April 4 2008
  • Firstpage
    2473
  • Lastpage
    2476
  • Abstract
    Direction-of-arrival estimation performance of MUSIC in the so- called "threshold" area is often attributed to the "subspace swap" phenomena. We show that the subspace swap condition can be accurately predicted using recent results from Random Matrix Theory (RMT) analysis, but that subspace "leakage" rather than full sub- space swap is associated with the onset of performance degradation in closely spaced multiple source scenarios. Prediction of the "sub- space swap" phenomena is examined analytically and by the use of Monte-Carlo simulation.
  • Keywords
    Monte Carlo methods; adaptive signal processing; error analysis; random functions; MUSIC; Monte Carlo simulation; Random Matrix Theory; direction of arrival; estimation performance; music performance breakdown; performance degradation; spaced multiple source scenarios; subspace swap; Australia; Degradation; Direction of arrival estimation; Eigenvalues and eigenfunctions; Electric breakdown; Maximum likelihood estimation; Multiple signal classification; Performance analysis; Signal to noise ratio; Telecommunications; Direction of arrival estimation; adaptive arrays; error analysis; maximum likelihood estimation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech and Signal Processing, 2008. ICASSP 2008. IEEE International Conference on
  • Conference_Location
    Las Vegas, NV
  • ISSN
    1520-6149
  • Print_ISBN
    978-1-4244-1483-3
  • Electronic_ISBN
    1520-6149
  • Type

    conf

  • DOI
    10.1109/ICASSP.2008.4518149
  • Filename
    4518149