Design and Implementation of a Simulation System Based on Particle Swarm Optimization for Node Placement Problem in Wireless Mesh Networks
Design and Implementation of a Simulation System Based on Particle Swarm Optimization for Node Placement Problem in Wireless Mesh Networks
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DOI：
10.1109/incos.2015.18
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发表时间：
2015-09
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影响因子：
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通讯作者：
Shinji Sakamoto;Tetsuya Oda;M. Ikeda;L. Barolli
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文献类型：
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作者：
Shinji Sakamoto;Tetsuya Oda;M. Ikeda;L. Barolli
随着无线技术的快速发展，无线网状网（Wireless Mesh Networks，WMNs）以其低成本和高速的无线互联网连接能力成为重要的网络基础设施。本文提出并实现了一个基于粒子群优化算法的仿真系统。我们使用巨型组件的大小（SGC）和覆盖的网格客户端的数量（NCMC）作为优化的指标。从模拟结果中，我们发现，所有的网状路由器连接，并在该地区的所有网状客户端覆盖。因此，WMN-PSO具有良好的性能。
With the fast development of wireless technologies, Wireless Mesh Networks (WMNs) are becoming an important networking infrastructure due to their low cost and increased high speed wireless Internet connectivity. In this paper, we propose and implement a simulation system based on Particle Swarm Optimization (PSO). We use Size of Giant Component (SGC) and Number of Covered Mesh Clients (NCMC) as metrics for optimization. From the simulation results, we found that all mesh routers are connected and all mesh clients in the area are covered. Therefore, WMN-PSO has a good performance.