• DocumentCode
    409707
  • Title

    Spectral properties of nonstationary and inhomogeneous harmonizable random fields

  • Author

    Larsen, Yngvar ; Hanssen, Alfred

  • Author_Institution
    Dept. of Phys., Tromso Univ., Norway
  • Volume
    1
  • fYear
    2003
  • fDate
    9-12 Nov. 2003
  • Firstpage
    786
  • Abstract
    We present a definition of a dual-frequency dual-wave-number cross-spectrum of two nonstationary and inhomogeneous harmonizable random fields, which is in fact a generalization of the Loeve (dual-frequency) cross-spectrum of two random processes. Furthermore, a geometric argument shows that a proper normalization yields a natural measure of cross-coherence, and application of Cauchy-Schwarz´ inequality results in a necessary and sufficient condition for full cross-coherence. Finally, estimators of the cross-spectrum and the cross-coherence based on the multitaper approach are suggested, and tested on simulated data.
  • Keywords
    array signal processing; random functions; random processes; spectral analysis; Cauchy-Schwarz inequality; Loeve cross-spectrum; dual-frequency dual-wave-number cross-spectrum; inhomogeneous harmonizable random fields; nonstationary harmonizable random fields; random processes; Fourier transforms; Frequency; Nonuniform electric fields; Physics; Random processes; Sonar applications; Testing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signals, Systems and Computers, 2004. Conference Record of the Thirty-Seventh Asilomar Conference on
  • Print_ISBN
    0-7803-8104-1
  • Type

    conf

  • DOI
    10.1109/ACSSC.2003.1292021
  • Filename
    1292021