基于智能蚂蚁的多无线网状网络信道分配与路由

Fawaz S. Bokhari
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引用次数: 8

摘要

我们介绍了我们在多无线电和多信道无线网状网络(WMNs)的有效信道分配和路由架构的设计和实现方面的初步工作。我们提出的方案源自蚁群优化(蚁群优化)的原理,其中智能蚂蚁(代理)执行路由和通道分配来随机解决动态网络优化问题。我们通过实现两个模块来扩展蚁群算法框架,即信道分配模块和路由模块,目的是在多无线电网状网络中最小化整体网络推理。我们的工作重点是利用蚁群算法框架的特点,并在考虑到这些网络的独特特点和需求的情况下,设计一种联合信道分配和路由方案。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Channel assignment and routing in multiradio wireless mesh networks using smart ants
We present our initial work on the design and implementation of an efficient channel assignment and routing architecture for multi-radio and multichannel wireless mesh networks (WMNs). Our proposed scheme is derived from the principle of Ant Colony Optimization (ACO) in which smart ants (agents) perform the routing and channel assignment to stochastically solve a dynamic network optimization problem. We extend the ACO framework by implementing two modules namely a channel assignment module and a routing module with the objective of minimizing the overall network inference in multi-radio mesh networks. The main focus in our work is to take advantage of the particular characteristics of ACO framework and exploit them in designing a joint channel assignment and routing scheme for WMNs keeping in view the unique characteristics and requirements of these networks.
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