DocumentCode :
455375
Title :
Tracking Wide-Band Rapidly Moving Targets
Author :
Teal, Paul D.
Author_Institution :
Ind. Res. Limited, Lower Hutt
Volume :
4
fYear :
2006
fDate :
14-19 May 2006
Abstract :
A method is derived for passively locating wide-band targets (typically acoustic targets) which may be moving at speeds sufficient to produce significant Doppler shift. The method involves a generalisation of standard beam forming techniques. It is shown that conventional beam forming techniques have less discrimination in the direction of motion of the sources, whereas the proposed technique exhibits no such degradation. The derivative and Hessian of the likelihood function can be used for locating the maximum likelihood solution or for deriving a Gaussian approximation to the likelihood function for particle filtering applications. The expressions are applicable for subsonic and supersonic sources
Keywords :
Doppler shift; Gaussian processes; maximum likelihood estimation; particle filtering (numerical methods); target tracking; Doppler shift; Gaussian approximation; Hessian likelihood function; beam forming techniques; maximum likelihood solution; particle filtering applications; subsonic source; supersonic source; wide-band rapidly moving target tracking; Acoustic beams; Degradation; Doppler shift; Filtering; Frequency; Gaussian approximation; Narrowband; Sensor arrays; Target tracking; Wideband;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Acoustics, Speech and Signal Processing, 2006. ICASSP 2006 Proceedings. 2006 IEEE International Conference on
Conference_Location :
Toulouse
ISSN :
1520-6149
Print_ISBN :
1-4244-0469-X
Type :
conf
DOI :
10.1109/ICASSP.2006.1661117
Filename :
1661117
Link To Document :
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