Methods and bounds for waveform parameter estimation with a misspecified model

Peter A. Parker, Christ Richmond

Research output: Chapter in Book/Report/Conference proceedingConference contribution

5 Scopus citations

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.

Original languageEnglish (US)
Title of host publicationConference Record of the 49th Asilomar Conference on Signals, Systems and Computers, ACSSC 2015
EditorsMichael B. Matthews
PublisherIEEE Computer Society
Pages1702-1706
Number of pages5
Volume2016-February
ISBN (Electronic)9781467385763
DOIs
StatePublished - Feb 26 2016
Externally publishedYes
Event49th Asilomar Conference on Signals, Systems and Computers, ACSSC 2015 - Pacific Grove, United States
Duration: Nov 8 2015Nov 11 2015

Other

Other49th Asilomar Conference on Signals, Systems and Computers, ACSSC 2015
CountryUnited States
CityPacific Grove
Period11/8/1511/11/15

ASJC Scopus subject areas

  • Signal Processing
  • Computer Networks and Communications

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  • Cite this

    Parker, P. A., & Richmond, C. (2016). Methods and bounds for waveform parameter estimation with a misspecified model. In M. B. Matthews (Ed.), Conference Record of the 49th Asilomar Conference on Signals, Systems and Computers, ACSSC 2015 (Vol. 2016-February, pp. 1702-1706). [7421439] IEEE Computer Society. https://doi.org/10.1109/ACSSC.2015.7421439