DocumentCode :
990162
Title :
Tracking Wide-Band Targets Having Significant Doppler Shift
Author :
Teal, Paul D.
Author_Institution :
Victoria Univ. of Wellington
Volume :
15
Issue :
2
fYear :
2007
Firstpage :
489
Lastpage :
497
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 relatively straightforward adaptation 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 are derived. These may 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. The computation required for implementing a system based on the model is at present prohibitive
Keywords :
Doppler shift; Gaussian processes; acoustic signal processing; maximum likelihood estimation; particle filtering (numerical methods); target tracking; Doppler shift; Gaussian approximation; acoustic targets; beam forming techniques; maximum likelihood solution; particle filtering applications; subsonic sources; supersonic sources; wide-band targets tracking; Acoustic beams; Acoustic sensors; Bandwidth; Doppler shift; Frequency; Narrowband; Radar tracking; Sensor arrays; Target tracking; Wideband; Acoustic target; Doppler shift; particle filter; subsonic; supersonic;
fLanguage :
English
Journal_Title :
Audio, Speech, and Language Processing, IEEE Transactions on
Publisher :
ieee
ISSN :
1558-7916
Type :
jour
DOI :
10.1109/TASL.2006.881690
Filename :
4067052
Link To Document :
بازگشت