Methods and bounds for waveform parameter estimation with a misspecified model

Peter A. Parker; Christ Richmond

doi:10.1109/ACSSC.2015.7421439

Methods and bounds for waveform parameter estimation with a misspecified model

Peter A. Parker, Christ Richmond

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

7 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 language	English (US)
Title of host publication	Conference Record of the 49th Asilomar Conference on Signals, Systems and Computers, ACSSC 2015
Editors	Michael B. Matthews
Publisher	IEEE Computer Society
Pages	1702-1706
Number of pages	5
Volume	2016-February
ISBN (Electronic)	9781467385763
DOIs	https://doi.org/10.1109/ACSSC.2015.7421439
State	Published - Feb 26 2016
Externally published	Yes
Event	49th Asilomar Conference on Signals, Systems and Computers, ACSSC 2015 - Pacific Grove, United States Duration: Nov 8 2015 → Nov 11 2015

Other

Other	49th Asilomar Conference on Signals, Systems and Computers, ACSSC 2015
Country/Territory	United States
City	Pacific Grove
Period	11/8/15 → 11/11/15

ASJC Scopus subject areas

Signal Processing
Computer Networks and Communications

Access to Document

10.1109/ACSSC.2015.7421439

Cite this

Methods and bounds for waveform parameter estimation with a misspecified model. / Parker, Peter A.; Richmond, Christ.
Conference Record of the 49th Asilomar Conference on Signals, Systems and Computers, ACSSC 2015. ed. / Michael B. Matthews. Vol. 2016-February IEEE Computer Society, 2016. p. 1702-1706 7421439.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Parker, PA & Richmond, C 2016, Methods and bounds for waveform parameter estimation with a misspecified model. in MB Matthews (ed.), Conference Record of the 49th Asilomar Conference on Signals, Systems and Computers, ACSSC 2015. vol. 2016-February, 7421439, IEEE Computer Society, pp. 1702-1706, 49th Asilomar Conference on Signals, Systems and Computers, ACSSC 2015, Pacific Grove, United States, 11/8/15. https://doi.org/10.1109/ACSSC.2015.7421439

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AB - 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.

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ER -

Methods and bounds for waveform parameter estimation with a misspecified model

Abstract

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ASJC Scopus subject areas

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