• DocumentCode
    3160184
  • Title

    Existence and estimation of impropriety in real rhythmic signals

  • Author

    Clark, Pascal ; Kirsteins, Ivars P. ; Atlas, Les

  • Author_Institution
    Electr. Eng. Dept., Univ. of Washington, Seattle, WA, USA
  • fYear
    2012
  • fDate
    25-30 March 2012
  • Firstpage
    3713
  • Lastpage
    3716
  • Abstract
    Impropriety in complex signal processing has been studied and used primarily in a communications context, but also in some cases where complex signals are generated by adding real signals in quadrature. We discuss the meaning of impropriety, and the associated use of complementary statistics, when a real-valued random process is improper in the frequency domain. Through the use of modulation signal models, spectral impropriety can be connected explicitly to the frequency and phase of components belonging to a periodic, or more generally rhythmic, modulator waveform. We give theoretical signal models and provide an example of complementary analysis on underwater propeller noise from a merchant ship.
  • Keywords
    frequency-domain analysis; modulation; random processes; spectral analysis; a merchant ship; complementary statistics; complex signal processing; frequency domain; modulation signal models; modulator waveform; real rhythmic signals; real-valued random process; spectral impropriety estimation; theoretical signal models; underwater propeller noise; Frequency domain analysis; Frequency modulation; Noise; Propellers; Speech; Modulation; improper; nonstationary process; periodical correlation; spectral analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech and Signal Processing (ICASSP), 2012 IEEE International Conference on
  • Conference_Location
    Kyoto
  • ISSN
    1520-6149
  • Print_ISBN
    978-1-4673-0045-2
  • Electronic_ISBN
    1520-6149
  • Type

    conf

  • DOI
    10.1109/ICASSP.2012.6288723
  • Filename
    6288723