DocumentCode
2466356
Title
On estimation of instantaneous bandwidth
Author
Ristic, Branko ; Boashash, Boualem
Author_Institution
Signal Process. Res. Centre, Queensland Univ., Brisbane, Qld., Australia
fYear
1996
fDate
18-21 Jun 1996
Firstpage
197
Lastpage
200
Abstract
In many applications, the instantaneous frequency of the observed signal describes some physical phenomenon of interest. The instantaneous frequency can be interpreted as the mean frequency at a particular instant of time. Then it is natural to supplement any measure of the instantaneous frequency by the estimate of its instantaneous spread or bandwidth. Assuming a polynomial model of log-envelope of an AM-FM signal, the paper first considers the maximum likelihood (ML) estimation and Cramer-Rao bounds for instantaneous bandwidth (IB). Then two simpler algorithms for IB estimation are proposed: the log-envelope difference algorithm and the LS method
Keywords
Gaussian noise; amplitude modulation; frequency estimation; frequency modulation; least squares approximations; maximum likelihood estimation; polynomials; signal processing; white noise; AM-FM signal; Cramer-Rao bounds; LS method; additive white Gaussian noise; instantaneous bandwidth estimation; instantaneous frequency; instantaneous spread; log-envelope; log-envelope difference algorithm; maximum likelihood estimation; mean frequency; observed signal; polynomial model; Bandwidth; Chromium; Damping; Frequency estimation; Maximum likelihood estimation; Narrowband; Polynomials; State estimation; Time frequency analysis; Wideband;
fLanguage
English
Publisher
ieee
Conference_Titel
Time-Frequency and Time-Scale Analysis, 1996., Proceedings of the IEEE-SP International Symposium on
Conference_Location
Paris
Print_ISBN
0-7803-3512-0
Type
conf
DOI
10.1109/TFSA.1996.547215
Filename
547215
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