• DocumentCode
    1245627
  • Title

    Asymptotic moments of estimated cyclic correlation matrices

  • Author

    Schell, Stephan V.

  • Author_Institution
    Dept. of Electr. Eng., Pennsylvania State Univ., University Park, PA, USA
  • Volume
    43
  • Issue
    1
  • fYear
    1995
  • fDate
    1/1/1995 12:00:00 AM
  • Firstpage
    173
  • Lastpage
    180
  • Abstract
    The first and second moments of the cyclic cross-correlogram matrix of two vector-valued cyclostationary processes are derived in this paper. These results generalize those of Hurd (1989) to accommodate incommensurate cycle frequencies and complex vector-valued discrete-time nonGaussian processes. As an example application of the results, the moments of the left singular vectors of the cyclic cross-correlogram matrix are derived, which are needed in the performance analysis of subspace-fitting methods of direction-of-arrival estimation for cyclostationary signals, including even those methods that do not exploit cyclostationarity but are often applied in practice to cyclostationary signals
  • Keywords
    correlation methods; direction-of-arrival estimation; matrix algebra; vectors; asymptotic moments; cycle frequencies; cyclic cross-correlogram matrix; cyclostationary signals; direction-of-arrival estimation; discrete-time nonGaussian processes; estimated cyclic correlation matrices; first moment; performance analysis; second moment; singular vectors; subspace-fitting methods; vector-valued cyclostationary processes; Adaptive arrays; Antenna arrays; Array signal processing; Directive antennas; Frequency; Navigation; Performance analysis; Sensor arrays; Signal analysis; Signal processing;
  • fLanguage
    English
  • Journal_Title
    Signal Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1053-587X
  • Type

    jour

  • DOI
    10.1109/78.365296
  • Filename
    365296