• DocumentCode
    336230
  • Title

    Optimal phase parameter estimation of random amplitude linear FM signals using cyclic moments

  • Author

    Morelande, Mark

  • Author_Institution
    Commun. & Inf. Process. Group, Queensland Univ. of Technol., Brisbane, Qld., Australia
  • Volume
    3
  • fYear
    1999
  • fDate
    15-19 Mar 1999
  • Firstpage
    1557
  • Abstract
    This paper considers the problem of estimating the phase parameters of a linear FM signal which is modulated by a random process and is embedded in additive noise. In particular, we consider the use of cyclic moments and derive variance expressions for the phase parameter estimates for all values of the lag parameter of the second order cyclic moment, τ. It is seen that the accuracy of the phase parameter estimates depends greatly on τ. This allows the definition of an optimal value of τ, in the sense that it minimises the phase parameter estimation variance
  • Keywords
    Gaussian noise; frequency modulation; optimisation; phase estimation; random processes; signal processing; statistical analysis; accuracy; additive Gaussian noise; frequency modulation; lag parameter; optimal phase parameter estimation; random amplitude linear FM signals; random process; second order cyclic moment; statistical analysis; variance minimisation; Additive noise; Amplitude estimation; Frequency modulation; Parameter estimation; Phase estimation; Polynomials; Radar; Random processes; Signal processing; Sonar;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech, and Signal Processing, 1999. Proceedings., 1999 IEEE International Conference on
  • Conference_Location
    Phoenix, AZ
  • ISSN
    1520-6149
  • Print_ISBN
    0-7803-5041-3
  • Type

    conf

  • DOI
    10.1109/ICASSP.1999.756283
  • Filename
    756283