• DocumentCode
    1584986
  • Title

    Array processing in correlated noise fields using instrumental variables and subspace fitting

  • Author

    Viberg, Mats ; Stoica, Petre ; Ottersten, Björn

  • Author_Institution
    Inf. Syst. Lab., Stanford Univ., CA, USA
  • fYear
    1992
  • Firstpage
    1147
  • Abstract
    An improved technique for direction-of-arrival estimation of temporally correlated signals in the presence of spatially colored, but temporally uncorrelated, noise is presented. The method is particularly suited to applications in which the receiver bandwidth exceeds that of the emitter signals. A statistical performance analysis shows that the method nearly achieves the deterministic Cramer-Rao bound if the signals are sufficiently predictable. A Monte Carlo experiment suggests that the theoretical estimation error variance well predicts the empirical mean square error down to the threshold region
  • Keywords
    array signal processing; correlation methods; noise; parameter estimation; statistical analysis; DOA estimation; Monte Carlo experiment; array processing; correlated noise fields; covariance matrix; deterministic Cramer-Rao bound; direction-of-arrival estimation; empirical mean square error; estimation error variance; instrumental variables; spatially coloured noise; statistical performance analysis; subspace fitting; temporally correlated signals; Additive noise; Array signal processing; Background noise; Colored noise; Covariance matrix; Data engineering; Information systems; Instruments; Knowledge engineering; Sensor arrays;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signals, Systems and Computers, 1992. 1992 Conference Record of The Twenty-Sixth Asilomar Conference on
  • Conference_Location
    Pacific Grove, CA
  • ISSN
    1058-6393
  • Print_ISBN
    0-8186-3160-0
  • Type

    conf

  • DOI
    10.1109/ACSSC.1992.269119
  • Filename
    269119