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C4I Journal 2021, 5(1): 36-48 Back to browse issues page
Coverage Control in Heterogeneous Mobile Sensor Networks Based on Game Theory
Abstract:   (428 Views)
One of the fundamental problems in wireless sensor networks is to provide area coverage for a specific task. This paper addresses the problem of default unknown network coverage by a group of sensor nodes with nonidentical coverage and communication capabilities. The sensors are mobile and detect the area in a distributed manner and provide optimal coverage. First, we model the coverage optimization problem as a repetitive multiplayer game in which a utility function is formulated to consider the quality of the coverage. Then, we propose a distributed payoff-based learning algorithm in which each sensor tries to maximize its utility function by moving to uncovered locations. The simulation results show the performance of the proposed algorithm
Keywords: Area coverage, Mobile sensor networks, Heterogeneous sensors, Game theory, Learning algorithm.
Full-Text [PDF 325 kb]   (121 Downloads)    
Type of Study: Research | Subject: Networks
Received: 2020/11/3 | Accepted: 2020/07/17 | Published: 2021/06/30
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Coverage Control in Heterogeneous Mobile Sensor Networks Based on Game Theory. C4I Journal. 2021; 5 (1) :36-48
URL: http://ic4i-journal.ir/article-1-204-en.html


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Volume 5, Issue 1 (9-2021) Back to browse issues page
فصلنامه علمی-پژوهشی فرماندهی و کنترل C4I Journal

 
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