DocumentCode :
1365339
Title :
Bivariate Instantaneous Frequency and Bandwidth
Author :
Lilly, Jonathan M. ; Olhede, Sofia C.
Author_Institution :
Earth & Space Res., Seattle, WA, USA
Volume :
58
Issue :
2
fYear :
2010
Firstpage :
591
Lastpage :
603
Abstract :
The generalizations of instantaneous frequency and instantaneous bandwidth to a bivariate signal are derived. These are uniquely defined whether the signal is represented as a pair of real-valued signals or as one analytic and one anti-analytic signal. A nonstationary but oscillatory bivariate signal has a natural representation as an ellipse whose properties evolve in time, and this representation provides a simple geometric interpretation for the bivariate instantaneous moments. The bivariate bandwidth is shown to consist of three terms measuring the degree of instability of the time-varying ellipse: amplitude modulation with fixed eccentricity, eccentricity modulation, and orientation modulation or precession. An application to the analysis of data from a free-drifting oceanographic float is presented and discussed.
Keywords :
amplitude modulation; frequency modulation; signal processing; amplitude modulation; analytic signal; bivariate bandwidth; bivariate instantaneous frequency; degree of instability; eccentricity modulation; fixed eccentricity; free-drifting oceanographic float; geometric interpretation; instantaneous bandwidth; orientation modulation; oscillatory bivariate signal; Amplitude and frequency modulated signal; analytic signal; instantaneous bandwidth; instantaneous frequency; multivariate time series;
fLanguage :
English
Journal_Title :
Signal Processing, IEEE Transactions on
Publisher :
ieee
ISSN :
1053-587X
Type :
jour
DOI :
10.1109/TSP.2009.2031729
Filename :
5233819
Link To Document :
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