• DocumentCode
    851871
  • Title

    Asymptotic distribution of the MUSIC null spectrum

  • Author

    Choi, Jinho ; Song, Iickho

  • Author_Institution
    Dept. of Electr. Eng., Korea Adv. Inst. of Sci. & Technol., Daejon, South Korea
  • Volume
    41
  • Issue
    2
  • fYear
    1993
  • fDate
    2/1/1993 12:00:00 AM
  • Firstpage
    985
  • Lastpage
    988
  • Abstract
    The asymptotic distribution of the MUSIC null spectrum at the source location is derived. It is shown that the asymptotic distribution of the MUSIC null spectrum has a x2 distribution: the asymptotic mean and variance of the MUSIC null spectrum depend on the degree of freedom that is two times the difference between the number of sensors and that of signals. From this result, explicit expressions for the asymptotic variance of the MUSIC null spectrum are obtained. The result is a simpler alternative to and a special case of the result obtained independently by H. Lee and M. Wengrovitz (see ibid., vol.39, no.6, p.1333, 1991)
  • Keywords
    signal processing; spectral analysis; MUSIC null spectrum; array sensors; asymptotic distribution; asymptotic mean; asymptotic variance; degree of freedom; source location; Additive noise; Covariance matrix; Direction of arrival estimation; Eigenvalues and eigenfunctions; Filtering; Hydrogen; Multiple signal classification; Position measurement; Sensor arrays; Signal processing;
  • fLanguage
    English
  • Journal_Title
    Signal Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1053-587X
  • Type

    jour

  • DOI
    10.1109/78.193240
  • Filename
    193240