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ACO-based routing algorithms for wireless mesh networks

机译:无线网状网络的基于ACO的路由算法

摘要

The popularity of Wireless Mesh Networks (WMNs) is growing exponentially in recent years, due to their flexible deployment and compatible communication features. As a key technology for next-generation wireless networking, WMNs promise an attractive future to both academic and industrial world. However, current WMNs are short in optimal routing protocols. Instead, many WMNs use the routing algorithms from ad hoc networks, which have different network features. Thus, routing becomes the most urgent issue that needs to be solved. In this thesis, routing problems in WMNs are discussed in different aspects, and then several proposed solutions in state-of-the-art are introduced with their advantages and disadvantages. Ant-In-Mesh routing protocol and the enhanced version are proposed for WMNs, inspired by traditional Ant Colony Optimization (ACO) algorithm, to deal with new challenging characters of WMNs. Periodical Mesh update is performed between neighbors, to keep the network alive. With these updated information at all the hosts, various Ants can collect the fresh routing data while they are launched for different purposes, also, the per-hop and end-to-end routing metrics can be calculated. Upon new connection requests, route discovery is carried out. After the routes are set up, proactive route maintenance is performed on each route. Several popular routing protocols and our algorithms are simulated. and compared using Qualnet. The simulation results show that our algorithms outperform the others, in terms of packet delivery ratio and end-to-end delay, as the mobility and network size increase.
机译:由于其灵活的部署和兼容的通信功能,近年来无线网状网络(WMN)的普及呈指数增长。作为下一代无线网络的一项关键技术,WMN有望为学术界和工业界带来诱人的未来。但是,当前的WMN在最佳路由协议中很短。相反,许多WMN使用来自ad hoc网络的路由算法,这些网络具有不同的网络功能。因此,路由成为最亟待解决的问题。本文从不同方面对WMN中的路由问题进行了讨论,然后介绍了几种最新的解决方案以及它们的优缺点。在传统的蚁群优化(ACO)算法的启发下,针对WMN提出了网状蚁路由协议和增强版本,以应对WMN的新挑战。在邻居之间执行定期的Mesh更新,以保持网络的生命。利用所有主机上的这些更新信息,各种Ant可以在为不同目的启动它们时收集新鲜的路由数据,并且还可以计算逐跳和端到端路由度量。根据新的连接请求,将执行路由发现。设置路由后,将对每条路由进行主动路由维护。模拟了几种流行的路由协议和我们的算法。并使用Qualnet进行了比较。仿真结果表明,随着移动性和网络规模的增加,我们的算法在分组传输率和端到端延迟方面都优于其他算法。

著录项

  • 作者

    Yuan Chen;

  • 作者单位
  • 年度 2009
  • 总页数
  • 原文格式 PDF
  • 正文语种 en
  • 中图分类

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