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Energy Conservation for Wireless Mesh Networks: A PSO Approach with Throughput-Energy Consumption Scheme Using Solar Energy

Abstract : A basic problem in the design of Wireless Mesh Networks (WMNs) is presented by the choice of renewable energy for the communication problems in remote regions and post-disaster reconstruction areas. Since the cost and performance are take into consideration as the needs to address the inadequate capacities of links and time-varying traffic demands. In this paper, we aim to find a trade-off between the higher time-varying traffic throughput and lower energy consumption. We propose an optimal approach using particle swarm optimization (PSO) method by formulating this problem into a numerical optimization problem which takes the battery’s charge-discharge constraint into consideration firstly. As a further study, an accelerated approximation that computes this optimal problem for larger cases is put forward. Finally, the efficiency of our proposition is proved by numerical results.
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Submitted on : Tuesday, July 30, 2019 - 5:01:09 PM
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Zhe Wang, Taoshen Li, Jin Ye, Zhihui Ge. Energy Conservation for Wireless Mesh Networks: A PSO Approach with Throughput-Energy Consumption Scheme Using Solar Energy. 10th International Conference on Intelligent Information Processing (IIP), Oct 2018, Nanning, China. pp.160-169, ⟨10.1007/978-3-030-00828-4_17⟩. ⟨hal-02197779⟩

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