Ant-DYMO:一种生物启发的MANETS算法

J. Martins, Sergio Correia, J. Celestino
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引用次数: 34

摘要

移动自组织网络是一组无线移动设备,在没有固定基础设施的情况下进行通信,动态形成临时网络。这种网络中的每个节点不仅仅是数据的接收方/发送方,它还是一个路由器,将数据包转发到适当的目的地。自组织网络的主要特点是网络拓扑变化频繁、链路功率有限和带宽受限。ad hoc网络的路由协议由路由算法和一组监视网络运行的规则组成。因此,参与网络的节点在自组织网络的资源管理中起着重要的作用。基于蚂蚁的路由是一种基于觅食蚂蚁行为的高效路由方案。对蚂蚁集体行为的研究表明,它们能够通过一种叫做信息素的化学物质的特殊交流方式,找到从巢穴到食物来源的最短路径。这项工作使用了一种应用于自组织网络的集体智能机制,特别是蚂蚁在自组织网络中的路由应用。我们借鉴了动态MANET按需路由协议和其他MANET协议的一些特点,提出了新的路由算法Ant-DYMO。我们将Ant-DYMO与DYMO进行了比较,结果表明我们的提议改善了丢包和端到端延迟。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Ant-DYMO: A bio-inspired algorithm for MANETS
Mobile ad hoc networks are a set of wireless mobile devices that communicate without fixed infrastructure, forming temporary networks dynamically. Each node in such a network is more than a data receiver/sender, it is also a router that forwards data packets to its proper destination. The main characteristics of ad hoc networks are frequent change in the network topology, limited power of its links and restriction on the bandwidth. A routing protocol for ad hoc networks is composed of a routing algorithm with a set of rules that monitor the operation of the network. Thus, the nodes participating in the network have an important role in the management of resources in ad hoc networks. Ant-based routing is an efficient routing scheme based on the behavior of foraging ants. The study of the collective behavior of ants shows that they are able to find the shortest path from the nest to a food source, using a particular mode of communication by the means of a chemical substance called pheromones. This work uses a mechanism from collective intelligence applied to ad hoc networks, in particular the application of ants for routing in ad hoc networks. We have brought some characteristics from the Dynamic MANET On-demand Routing protocol and other MANET protocols in order to propose the new routing algorithm, called Ant-DYMO. We compare Ant-DYMO with DYMO, and we show that our proposition has improved the packet loss and the end-to-end delay.
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