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EMP-DSR: An Enhanced Multi-path Dynamic Source Routing Algorithm for MANETs Based on Ant Colony Optimization

机译:EMP-DSR:基于蚁群优化的增强型MANET多路径动态源路由算法

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Routing in MANETs becomes a more sophisticated issue especially when a certain QoS requirement is to be satisfied. One of the most important QoS metrics is end-to-end reliability. Multi-path routing can be considered as an effective method to support end-to-end reliability. However, the path discovery in current multi-path routing algorithms considering reliability relies mostly on local link availability information at intermediate nodes to perform the route request message forwarding. Selecting a reliable link at an intermediate node solely based on local information may not necessarily lead to finding a satisfactory reliable end-to-end path. To mitigate this problem, in this paper we have proposed an enhanced multi-path dynamic source routing algorithm (EMP-DSR) which is an enhanced version of MP-DSR. The proposed method uses an ant-colony optimization method to provide global information. The simulation results show that the EMP-DSR outperforms MP-DSR both in finding reliable paths and end-to-end delay with a little tolerable overhead.
机译:MANET中的路由成为一个更复杂的问题,尤其是在要满足某些QoS要求时。端到端可靠性是最重要的QoS指标之一。多路径路由可以被认为是支持端到端可靠性的有效方法。但是,当前考虑可靠性的多路径路由算法中的路径发现主要依赖中间节点的本地链路可用性信息来执行路由请求消息转发。仅基于本地信息在中间节点处选择可靠的链接可能不一定会导致找到令人满意的可靠的端到端路径。为了缓解此问题,本文提出了一种增强的多路径动态源路由算法(EMP-DSR),它是MP-DSR的增强版本。所提出的方法使用蚁群优化方法来提供全局信息。仿真结果表明,EMP-DSR在寻找可靠路径和端到端延迟方面都优于MP-DSR,而且开销很小。

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