DocumentCode :
1298859
Title :
Modulated Oscillations in Three Dimensions
Author :
Lilly, Jonathan M.
Author_Institution :
NorthWest Res. Assoc., Bellevue, WA, USA
Volume :
59
Issue :
12
fYear :
2011
Firstpage :
5930
Lastpage :
5943
Abstract :
The analysis of the fully three-dimensional and time-varying polarization characteristics of a modulated trivariate, or three-component, oscillation is addressed. The use of the analytic operator enables the instantaneous three-dimensional polarization state of any square-integrable trivariate signal to be uniquely defined. Straightforward expressions are given which permit the ellipse parameters to be recovered from data. The notions of instantaneous frequency and instantaneous bandwidth, generalized to the trivariate case, are related to variations in the ellipse properties. Rates of change of the ellipse parameters are found to be intimately linked to the first few moments of the signal´s spectrum, averaged over the three signal components. In particular, the trivariate instantaneous bandwidth-a measure of the instantaneous departure of the signal from a single pure sinusoidal oscillation-is found to contain five contributions: three essentially two-dimensional effects due to the motion of the ellipse within a fixed plane, and two effects due to the motion of the plane containing the ellipse. The resulting analysis method is an informative means of describing nonstationary trivariate signals, as is illustrated with an application to a seismic record.
Keywords :
matrix algebra; modulation; polarisation; signal processing; instantaneous frequency; instantaneous three-dimensional polarization state; modulated oscillations; nonstationary trivariate signals; signal components; signal spectrum; single pure sinusoidal oscillation; square-integrable trivariate signal; time-varying polarization characteristics; trivariate instantaneous bandwidth; Bandwidth; Frequency modulation; Oscillators; Polarization; Time frequency analysis; Wavelet transforms; Instantaneous bandwidth; instantaneous frequency; nonstationary signal analysis; polarization; three-component signal; trivariate signal;
fLanguage :
English
Journal_Title :
Signal Processing, IEEE Transactions on
Publisher :
ieee
ISSN :
1053-587X
Type :
jour
DOI :
10.1109/TSP.2011.2164914
Filename :
5985550
Link To Document :
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