DocumentCode
1153065
Title
Probability of Target Presence for Multistatic Sonar Ping Sequencing
Author
Krout, David W. ; Fox, Warren L J ; El-Sharkawi, Mohamed A.
Author_Institution
Appl. Phys. Lab., Univ. of Washington, Seattle, WA, USA
Volume
34
Issue
4
fYear
2009
Firstpage
603
Lastpage
609
Abstract
In this communication, the problem of determining effective pinging strategies in multistatic sonar systems with multiple transmitters is addressed. New algorithms are presented to determine effective pinging strategies for generalized search scenarios. An important part of this work is the development of metrics to be used in the optimization procedures. For maintaining search coverage, a ldquoprobability of target presencerdquo metric formulation is used. This formulation utilizes sonar performance prediction and a Bayesian update to incorporate negative information (i.e., searching an area but finding no targets) into the optimization procedure. The possibility of targets moving into previously searched areas is accounted for by using a Fokker-Planck (FP) drift/diffusion formulation. Monte Carlo simulations are used to show the accuracy and efficiency of this formulation. This formulation is shown to be computationally efficient compared to Monte Carlo simulations. It is also demonstrated that by choosing the ping sequence intelligently, the field performance can be improved compared to random or sequential ping sequencing.
Keywords
Bayes methods; Monte Carlo methods; distributed sensors; resource allocation; sonar tracking; target tracking; Bayesian update; Fokker-Planck drift/diffusion formulation; Monte Carlo simulations; generalized search scenarios; multiple transmitters; multistatic sonar ping sequencing; sequential ping sequencing; sonar performance prediction; target presence probability; Distributed sensors; resource allocation; sensor management;
fLanguage
English
Journal_Title
Oceanic Engineering, IEEE Journal of
Publisher
ieee
ISSN
0364-9059
Type
jour
DOI
10.1109/JOE.2009.2025155
Filename
5175437
Link To Document