• DocumentCode
    2790232
  • Title

    A cross four-order cumulants based harmonic retrieval TLS-ESPRIT method in the estimation of harmonic parameters

  • Author

    Ma, Long ; Jin, Yanzhong ; Wang, Lei

  • Author_Institution
    Aviation Theor. Dept., Aviation Univ. of Air Force, Changchun, China
  • fYear
    2011
  • fDate
    15-17 July 2011
  • Firstpage
    12
  • Lastpage
    15
  • Abstract
    A cross four-order cumulant expression is derived from complex-valued and real-valued random harmonic signal in the context of hybrid colored noise. Based on this expression, a TLS-ESPRIT retrieval method is proposed and used to jointly estimate harmonic frequency, mutual power and phase difference. Theoretical analysis and digital simulation studies have shown that the proposed method can restrain the Gaussian colored noise and/or the unrelated non-Gaussian colored noise between the channels with high frequency resolution and stability in the estimation of harmonic parameters.
  • Keywords
    Gaussian noise; frequency estimation; harmonic analysis; higher order statistics; phase estimation; signal processing; Gaussian colored noise; complex-valued harmonic signal; cross four-order cumulant expression; digital simulation; harmonic frequency estimation; harmonic parameter estimation; harmonic retrieval TLS-ESPRIT method; hybrid colored noise; mutual power estimation; phase difference estimation; real-valued random harmonic signal; unrelated nonGaussian colored noise; Colored noise; Estimation; Frequency estimation; Harmonic analysis; Matrix decomposition; Power harmonic filters; cross higher-order cumulants; frequency screen; harmonic retrieval;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Mechanic Automation and Control Engineering (MACE), 2011 Second International Conference on
  • Conference_Location
    Hohhot
  • Print_ISBN
    978-1-4244-9436-1
  • Type

    conf

  • DOI
    10.1109/MACE.2011.5986845
  • Filename
    5986845