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
         
        
        
        
        
        
            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;
         
        
        
        
            Conference_Titel : 
Radar Symposium (IRS), 2012 13th International
         
        
            Conference_Location : 
Warsaw
         
        
        
            Print_ISBN : 
978-1-4577-1838-0
         
        
        
            DOI : 
10.1109/IRS.2012.6233287