基于仿生算法的自主和自适应无线网络

N. Wakamiya, M. Murata
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引用次数: 7

摘要

预计新一代网络将保持运行,并为用户和应用程序提供通信手段,同时暴露于网络拓扑、流量和QoS需求等操作环境的动态和实质性变化中。为了建立一个高度适应和可靠的网络,我们采用了一种方法,灵感来自生物系统,它们能够适应动态变化甚至意想不到的环境。在本文中,我们展示了生物启发模型的应用实例,更具体地说,是建立在生物系统自适应行为基础上的吸引子选择/组成模型,用于无线通信系统中的自主和自适应网络。第一个应用是MANET路由,其中必须在动态变化的环境下维护连接源-目的对的路径。第二个应用是节点之间的资源分配和应用程序竞争具有异构特征的无线网络。我们进一步讨论了仿生自适应网络的未来发展方向。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Autonomous and Adaptive Wireless Networking with Bio-inspired Algorithms
A new generation network is expected to keep operating and providing users and applications with means of communication while being exposed to dynamic and substantial change in the operational environment such as network topology, traffic, and QoS requirement. To establish a highly adaptive and reliable network, we take an approach to be inspired by biological systems, which adapt themselves to dynamically changing and even unexpected environment. In this paper we show examples of application of bio-inspired models, more specifically the attractor selection/composition models built on adaptive behavior of biological systems, to autonomous and adaptive networking in wireless communication systems. The first application is MANET routing, where a path connecting a source-destination pair must be maintained under dynamically changing environment. The second application is resource allocation among nodes and applications competing for wireless networks with heterogeneous characteristics. We further discuss future direction of bio-inspired adaptive networking.
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