• DocumentCode
    3755981
  • Title

    Methods and bounds for waveform parameter estimation with a misspecified model

  • Author

    Peter A. Parker;Christ D. Richmond

  • Author_Institution
    Los Alamos National Laboratory, Los Alamos, NM
  • fYear
    2015
  • Firstpage
    1702
  • Lastpage
    1706
  • Abstract
    Parameter estimation for phase modulated signals is an important area of research as it is applicable to many areas ranging from radar signal processing to gravity wave detection. However, in many of these applications, the phase model required to accurately characterize the phenomenology is either unknown or too complex to accurately estimate the parameters. The recently derived misspecified Cramér-Rao bound is expanded and applied to phase modulated signals. This bound is then used to gain insight into the performance of ionospheric profile estimation.
  • Keywords
    "Phase modulation","Couplings","Stochastic processes","Data models","Maximum likelihood estimation","Mathematical model"
  • Publisher
    ieee
  • Conference_Titel
    Signals, Systems and Computers, 2015 49th Asilomar Conference on
  • Electronic_ISBN
    1058-6393
  • Type

    conf

  • DOI
    10.1109/ACSSC.2015.7421439
  • Filename
    7421439