• DocumentCode
    1879635
  • Title

    Theoretical resolution-threshold curve for the MUSIC algorithm

  • Author

    Lee, Harry B. ; Wengrovitz, Michael S.

  • Author_Institution
    Atlantic Aerosp. Electron. Corp., Waltham, MA, USA
  • fYear
    1991
  • fDate
    14-17 Apr 1991
  • Firstpage
    3313
  • Abstract
    An approximate statistical characterization of the MUSIC sample null spectrum is presented for an arbitrary number of (possibly) correlated emitters observed by a general array. A simple expression for the spectral covariance matrix in the neighborhood of the emitters is developed. The covariance result and prior mean spectral results support a Gaussian characterization in the neighborhood of the emitters for many scenarios. The results can be utilized to quantify a variety of performance metrics. As an illustration, models based on physical parameters are constructed for the curve of probability of resolution versus signal-to-noise ratio. The models predict the curve with a high degree of accuracy for example scenarios
  • Keywords
    matrix algebra; probability; spectral analysis; statistical analysis; Gaussian random variables; MUSIC algorithm; MUSIC sample null spectrum; SNR; approximate statistical characterization; correlated emitters; performance metrics; probability of resolution; resolution-threshold curve; signal-to-noise ratio; spectral covariance matrix; Additive noise; Aerospace electronics; Covariance matrix; Measurement; Multiple signal classification; Predictive models; Random variables; Sampling methods; Sensor arrays; Signal to noise ratio;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech, and Signal Processing, 1991. ICASSP-91., 1991 International Conference on
  • Conference_Location
    Toronto, Ont.
  • ISSN
    1520-6149
  • Print_ISBN
    0-7803-0003-3
  • Type

    conf

  • DOI
    10.1109/ICASSP.1991.150162
  • Filename
    150162