Sensor placement in active multistatic sonar networks |
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| Authors: | Emily M Craparo Mumtaz Karatas Tobias U Kuhn |
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| Affiliation: | 1. Operations Research Department, Naval Postgraduate School, Monterey, California;2. Department of Industrial Engineering, Turkish Naval Academy, Tuzla, Istanbul, Turkey;3. Operations Research Analyst, 10th Armored Division, German Army, Veitsh?chheim, Germany |
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| Abstract: | The idea of deploying noncollocated sources and receivers in multistatic sonar networks (MSNs) has emerged as a promising area of opportunity in sonar systems. This article is one of the first to address point coverage problems in MSNs, where a number of points of interest have to be monitored in order to protect them from hostile underwater assets. We consider discrete “definite range” sensors as well as various diffuse sensor models. We make several new contributions. By showing that the convex hull spanned by the targets is guaranteed to contain optimal sensor positions, we are able to limit the solution space. Under a definite range sensor model, we are able to exclude even more suboptimal solutions. We then formulate a nonlinear program and an integer nonlinear program to express the sensor placement problem. To address the nonconvex single‐source placement problem, we develop the Divide Best Sector (DiBS) algorithm, which quickly provides an optimal source position assuming fixed receivers. Starting with a basic implementation of DiBS, we show how incorporating advanced sector splitting methods and termination conditions further improve the algorithm. We also discuss two ways to use DiBS to find multiple source positions by placing sensors iteratively or simultaneously. © 2017 Wiley Periodicals, Inc. Naval Research Logistics 64: 287–304, 2017 |
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| Keywords: | undersea sensing multistatic sonar point coverage sensor network optimization |
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