基于粒子群算法的无线Mesh网络节点布局仿真系统的设计与实现

Shinji Sakamoto, Tetsuya Oda, Makoto Ikeda, L. Barolli
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引用次数: 7

摘要

随着无线技术的快速发展,无线网状网络(WMNs)以其低廉的成本和高速的无线网络连接能力成为一种重要的网络基础设施。本文提出并实现了一个基于粒子群算法(PSO)的仿真系统。我们使用巨型组件大小(SGC)和覆盖网格客户端数量(NCMC)作为优化指标。从仿真结果可以看出,该区域内所有的mesh路由器都是连通的,并且所有的mesh客户端都被覆盖。因此,WMN-PSO具有良好的性能。
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Design and Implementation of a Simulation System Based on Particle Swarm Optimization for Node Placement Problem in Wireless Mesh Networks
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.
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