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首页> 外文期刊>Journal of Theoretical and Applied Information Technology >ANALYSIS OF SWARM INTELLIGENCE ROUTING PROTOCOLS IN LARGE-SCALE MOBILE AD HOC NETWORKS (MANETS)
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ANALYSIS OF SWARM INTELLIGENCE ROUTING PROTOCOLS IN LARGE-SCALE MOBILE AD HOC NETWORKS (MANETS)

机译:大规模移动临时网络中的群体智能路由协议分析(船只)

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摘要

Mobile Ad-hoc Network (MANET) is a network of mobile devices which are connected wirelessly. This network is a self-configuring network as it rebuilds its topology and information in the routing table for exchanging the data packets every time whenever a node either joins or leave the ad-hoc network. Due to the distinct characteristics of this network including dynamic topology, hop-by-hop communication and speedy set-up, MANETs face various issues primarily including routing, security, and clustering. As the use of wireless devices and the wireless networks is going to be increased day by day, so it is required to improve the working of such networks. It is assumed that the framework of mobile networks may be improved by taking inspirations from the biological structures of high-spirited. This study aims to compare Swarm Intelligence based routing protocols specifically Ant-Net and Honeybee-based routing algorithms in MANET that may help the researchers in selection of a routing protocol when working with MANETs. These algorithms work adaptively towards the intelligence behavior of ants and bees which these insects use for searching food from their colonies or hives. Extensive experiments have been performed using Network Simulator 2 (NS2) for a comprehensive analysis and examination of the selected protocols by considering performance metrics including end-to-end delay and throughput.
机译:移动ad-hoc网络(MANET)是无线连接的移动设备网络。该网络是一个自配置网络,因为它在路由表中重建其拓扑和信息,每当节点连接或离开ad-hoc网络时每次都会交换数据包。由于该网络的不同特征,包括动态拓扑,跳跃通信和快速设置,舰队面临各种问题,主要包括路由,安全性和群集。由于使用无线设备和无线网络将在日复一日地增加,因此需要改善这些网络的工作。假设可以通过从高敏的生物学结构中获取灵感来改善移动网络的框架。本研究旨在比较基于群体的智能路由协议,具体地在使用船只时可以帮助研究人员帮助研究人员在选择路由协议中进行比较。这些算法适用于蚂蚁和蜜蜂的智力行为,这些昆虫用于从殖民地或荨麻疹搜索食物。已经使用网络模拟器2(NS2)进行了广泛的实验,以通过考虑包括端到端延迟和吞吐量的性能度量来进行综合分析和检查所选协议。

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