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首页> 外文期刊>International Journal of Intelligent Systems and Applications >Hybrid Intelligent Routing in Wireless Mesh Networks: Soft Computing Based Approaches
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Hybrid Intelligent Routing in Wireless Mesh Networks: Soft Computing Based Approaches

机译:无线网状网络中的混合智能路由:基于软计算的方法

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摘要

Wireless Mesh Networks (WMNs) are the evolutionary self-organizing multi-hop wireless networks to promise last mile access. Due to the emergence of stochastically varying network environments, routing in WMNs is critically affected. In this paper, we first propose a fuzzy logic based hybrid performance metric comprising of link and node parameters. This Integrated Link Cost (ILC) is computed for each link based upon throughput, delay, jitter of the link and residual energy of the node and is used to compute shortest path between a given source-terminal node pair. Further to address the optimal routing path selection, two soft computing based approaches are proposed and analyzed along with a conventional approach. Extensive simulations are performed for various architectures of WMNs with varying network conditions. It was observed that the proposed approaches are far superior in dealing with dynamic nature of WMNs as compared to Adhoc On-demand Distance Vector (AODV) algorithm.
机译:无线网状网络(WMN)是不断发展的自组织多跳无线网络,可承诺最后一英里的访问。由于随机变化的网络环境的出现,严重影响了WMN中的路由。在本文中,我们首先提出了一种基于模糊逻辑的混合性能指标,包括链接和节点参数。基于吞吐量,延迟,链路抖动和节点的剩余能量为每个链路计算此集成链路成本(ILC),并用于计算给定源-终端节点对之间的最短路径。为了解决最佳路由选择问题,提出了两种基于软计算的方法,并与常规方法一起进行了分析。针对具有不同网络条件的WMN的各种体系结构进行了广泛的仿真。观察到,与Adhoc按需距离矢量(AODV)算法相比,所提出的方法在处理WMN的动态特性方面要优越得多。

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