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
Link To Document :
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