• DocumentCode
    1275714
  • Title

    A resolution measure for the MUSIC algorithm and its application to plane wave arrivals contaminated by coherent interference

  • Author

    Zhou, Changguo ; Haber, Fred ; Jaggard, Dwight L.

  • Author_Institution
    Moore Sch. of Electr. Eng., Pennsylvania Univ., Philadelphia, PA, USA
  • Volume
    39
  • Issue
    2
  • fYear
    1991
  • fDate
    2/1/1991 12:00:00 AM
  • Firstpage
    454
  • Lastpage
    463
  • Abstract
    The authors present a deterministic approach to the resolution analysis of the MUSIC algorithm for resolving plane waved contaminated by coherent interference when ensemble average covariance matrices are used. A resolution measure to describe the resolution potential of MUSIC in resolving two plane waves in noise is introduced. A closed-form solution for the resolution measure is given, and the result is compared to the resolution threshold derived by M. Kaveh and A. J. Barabell (1986) when the covariance matrices are estimated from a finite number of snapshots. An approximate expression for the threshold signal-to-interference ratio (SIR) is derived for the cases when SIRs are large and the coherent interference and direct arrivals are well separated in spatial frequency. Illustrations are given, using an 11-element uniform array, for the cases of plane wave reflection from an infinite plane and scattering from an infinite conducting circular cylinder
  • Keywords
    interference (signal); signal detection; 11-element uniform array; MUSIC algorithm; closed-form solution; coherent interference; deterministic approach; direct arrivals; ensemble average covariance matrices; infinite conducting circular cylinder; infinite plane; plane wave arrivals; plane wave reflection; resolution analysis; resolution measure; resolution threshold; scattering; signal processing; signal-to-interference ratio; snapshots; spatial frequency; Algorithm design and analysis; Closed-form solution; Covariance matrix; Frequency; Interference; Multiple signal classification; Noise measurement; Pollution measurement; Reflection; Signal resolution;
  • fLanguage
    English
  • Journal_Title
    Signal Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1053-587X
  • Type

    jour

  • DOI
    10.1109/78.80829
  • Filename
    80829