Effect of Transmission Rates on the Performance of Ant-Based Routing Algorithms for MANETs

Myungjun Oh, Ngo Huu Dung, Miae Woo
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引用次数: 2

Abstract

An ant-based routing algorithm is a class of ant colony optimization algorithms which are inspired by the behavior of ants in nature. An efficient ant-based routing algorithm (EAR) for mobile ad-hoc networks has been proposed in order to support multi-path routes and to reduce overheads by managing ants efficiently. In this paper, the performances of EAR and AntHocNet are analyzed to see how these algorithms perform when transmission rate increases. The simulation results show that EAR provides less overhead, resulting faster end-to-end delivery of data as the transmission rate increases and node mobility increases.
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传输速率对基于蚁群路由算法性能的影响
基于蚁群的路由算法是一类受自然界蚂蚁行为启发的蚁群优化算法。为了支持多路径路由,并通过有效地管理蚁群来减少开销,提出了一种高效的移动自组织网络蚁群路由算法。本文分析了EAR和AntHocNet算法在传输速率增加时的性能。仿真结果表明,随着传输速率的提高和节点移动性的提高,EAR提供了更少的开销,从而实现了更快的端到端数据传输。
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