DocumentCode :
2532824
Title :
Frequency and phase coupling phenomenon in micro-Doppler radar signature of walking human
Author :
Molchanov, Pavlo ; Astola, Jaakko ; Egiazarian, Karen ; Totsky, Alexander
Author_Institution :
Dept. of Signal Process., Tampere Univ. of Technol., Tampere, Finland
fYear :
2012
fDate :
23-25 May 2012
Firstpage :
49
Lastpage :
53
Abstract :
Higher-order statistics are proposed to compute and analyze micro-Doppler signatures of radar backscattering related to ground moving targets. The presence of frequency and phase coupling in non-stationary and multi-frequency backscattered radar signals is defined and studied. Method aimed for extraction of frequency and phase coupling by using bicoherence estimation is suggested. Bicoherence-based information features extracted both from computer modeled micro-Doppler radar signatures of walking human and real backscattering radar data are represented, studied and compared. Good correspondence between bicoherence-based radar signatures computed by using modeled and real-life radar returns is demonstrated.
Keywords :
Doppler radar; backscatter; estimation theory; feature extraction; higher order statistics; radar signal processing; bicoherence estimation; computer modeling; frequency coupling extraction; ground moving target; higher-order statistics; information feature extraction; microDoppler radar signature; multifrequency backscattered radar signal; nonstationary backscattered radar signal; phase coupling extraction; walking human; Backscatter; Computational modeling; Couplings; Doppler effect; Doppler radar; Humans; frequency coupling; higher-order statistics; micro-Doppler;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Radar Symposium (IRS), 2012 13th International
Conference_Location :
Warsaw
ISSN :
2155-5754
Print_ISBN :
978-1-4577-1838-0
Type :
conf
DOI :
10.1109/IRS.2012.6233287
Filename :
6233287
Link To Document :
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