无线网状网络中高效数据转发的人工蚁群

Fawaz S. Bokhari
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引用次数: 1

摘要

我们介绍了我们在无线网状网络(WMNs)的有效路由架构的设计和实现方面的初步工作。我们提出了AMIRA和AntMesh两种路由方案,它们在单无线电和多无线电基础设施网状网络中提供有效的数据转发,以改善负载平衡并减少干扰。我们提出的两种方案都源自蚁群优化(蚁群优化)的原理,其中人工蚂蚁(代理)执行路由和数据转发以随机解决动态网络优化问题。我们的工作重点是在考虑到这些基础设施网状网络的独特特征和要求的情况下,利用蚁群算法框架的特点,并利用它们设计wmn路由方案。
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Artificial ants for efficient data forwarding in wireless mesh networks
We present our initial work on the design and implementation of an efficient routing architecture for wireless mesh networks (WMNs). We have proposed two routing schemes namely AMIRA and AntMesh, which provide efficient data forwarding for improved load-balancing and reduced interference in single and multi-radio infrastructure mesh networks. Both of our proposed schemes are derived from the principle of Ant Colony Optimization (ACO) in which artificial ants (agents) perform the routing and data forwarding to stochastically solve a dynamic network optimization problem. The main focus in our work is to take advantage of the particular characteristics of ACO framework and exploit them in designing routing schemes for WMNs keeping in view the unique characteristics and requirements of these infrastructure mesh networks.
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