DocumentCode :
3158748
Title :
Time-frequency analysis of multipath doppler signatures of maneuvering targets
Author :
Ioana, Cornel ; Zhang, Yimin ; Amin, Moeness G. ; Ahmad, Fauzia ; Himed, Braham
Author_Institution :
GIPSA-Lab., Grenoble Inst. of Technol., St. Martin d´´Heres, France
fYear :
2012
fDate :
25-30 March 2012
Firstpage :
3397
Lastpage :
3400
Abstract :
Multipath signals arise in many active sensing modalities, such as radar and sonar. Moving targets cause Doppler effects that could vary for different paths. Target Doppler information corresponding to direct and non-direct paths is important for moving target localizations and classifications, particularly when narrowband signals are involved. This information, however, becomes difficult to reveal when dealing with nonlinear time-varying multi-component Doppler signals. In this paper, we introduce a new time-frequency analysis technique based on the local phase information to accurately extract complex Doppler signature of each signal arrival. This is achieved through short-time polynomial phase modeling of data segments. The global behavior is obtained by fusion of the phases across neighboring segments using the data phase continuity property. The offering of the proposed technique is demonstrated using synthetic data in an over-the-horizon radar platform.
Keywords :
Doppler effect; feature extraction; polynomials; radar signal processing; signal classification; time-frequency analysis; Doppler effects; active sensing modality; data phase continuity property; data segments; local phase information; maneuvering targets; moving target localizations; multipath Doppler signatures; multipath signals; narrowband signal classifications; nonlinear time-varying multicomponent Doppler signals; over-the-horizon radar platform; phase fusion; radar; short-time polynomial phase modeling; sonar; synthetic data; target Doppler information; time-frequency analysis technique; Doppler effect; Doppler radar; Estimation; Narrowband; Time frequency analysis; Trajectory; Doppler effect; Time-frequency analysis; over-the-horizon radar; signal representation; time-varying filter;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2012 IEEE International Conference on
Conference_Location :
Kyoto
ISSN :
1520-6149
Print_ISBN :
978-1-4673-0045-2
Electronic_ISBN :
1520-6149
Type :
conf
DOI :
10.1109/ICASSP.2012.6288645
Filename :
6288645
Link To Document :
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