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