Title :
Incorporating Target Strength Into Environmentally-Adaptive Sonar Tracking
Author :
Pitton, James W. ; Fox, Warren L J
Author_Institution :
Univ. of Washington, Seattle
Abstract :
This paper discusses an extension to existing methods for tracking underwater targets in multistatic active sensor fields using the Probabilistic Data Association Filter with Amplitude Information (PDAFAI). Target strength distributions as a function of aspect of expected targets are used to develop a new characterization of the signal-plus-noise probability density function that can account for knowledge of a target´s aspect as a track develops or for the lack of such knowledge for newly created tracks. These density functions are then used in the amplitude likelihood ratio to provide more accurate data association.
Keywords :
adaptive filters; adaptive signal processing; geophysical signal processing; oceanographic techniques; sonar tracking; target tracking; amplitude information; amplitude likelihood ratio; environmentally-adaptive sonar tracking; multistatic active sensor field; probabilistic data association filter; signal-plus-noise probability density function; target strength distribution; underwater target tracking; AWGN; Amplitude estimation; Information filtering; Information filters; Probability density function; Reverberation; Sea measurements; Sonar applications; Target tracking; Underwater tracking;
Conference_Titel :
OCEANS 2007 - Europe
Conference_Location :
Aberdeen
Print_ISBN :
978-1-4244-0635-7
Electronic_ISBN :
978-1-4244-0635-7
DOI :
10.1109/OCEANSE.2007.4302260