• DocumentCode
    303760
  • Title

    Comparison of second- and fourth-order cumulant-based MUSIC method in the presence of sensor errors

  • Author

    Guisheng, Liao ; Zheng, Bao ; Bo, Wang

  • Author_Institution
    Inst. of Electron. Eng., Xidian Univ., Xi´´an, China
  • Volume
    5
  • fYear
    1996
  • fDate
    7-10 May 1996
  • Firstpage
    3014
  • Abstract
    We carry out a sensitivity analysis of fourth-order cumulant-based MUSIC method (FOC-MUSIC) via a generalized approach using a particular Taylor series expansion of a null spectrum function. We provide the variance of the estimate error for FOC-MUSIC with an emphasis on comparing robustness of FOC-MUSIC with that of the standard covariance matrix based MUSIC in the presence of sensor errors. We address the condition of effective aperture extension by higher-order cumulant-based processing, and give the new interpretation of effective aperture extension. A new fourth-order cumulants matrix is also given
  • Keywords
    array signal processing; direction-of-arrival estimation; error analysis; higher order statistics; matrix algebra; series (mathematics); spectral analysis; DOA estimation; FOC-MUSIC; Taylor series expansion; array signal processing; covariance matrix based MUSIC; effective aperture extension; estimate error variance; fourth-order cumulant-based MUSIC method; fourth-order cumulants matrix; higher order cumulant based processing; null spectrum function; second-order cumulant-based MUSIC method; Apertures; Array signal processing; Covariance matrix; Multiple signal classification; Phased arrays; Robustness; Sensitivity analysis; Sensor arrays; Sensor phenomena and characterization; Taylor series;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech, and Signal Processing, 1996. ICASSP-96. Conference Proceedings., 1996 IEEE International Conference on
  • Conference_Location
    Atlanta, GA
  • ISSN
    1520-6149
  • Print_ISBN
    0-7803-3192-3
  • Type

    conf

  • DOI
    10.1109/ICASSP.1996.550189
  • Filename
    550189