实现网络编码的合作集群簇头选举的进化理论

L. Militano, F. Fitzek, A. Iera, A. Molinaro
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引用次数: 1

摘要

研究了协作无线网络中的簇头选举问题。集群中的节点采用随机线性网络编码,提高了文件下载服务的数据传输吞吐量。集群中的一些节点将通过它们的蜂窝链路访问文件的某些部分,以便在所有合作节点之间交换。在这样的无线环境下,网络编码大大提高了吞吐量性能。作为集群信息源的节点的良好选择取决于它们的位置和蜂窝链路吞吐量,这对于实现高性能水平至关重要。因此,需要一种簇头选举算法,该算法必须能够快速收敛到最优解或令人满意的次最优解。我们建议使用进化论。我们的研究结果介绍了在静态和移动环境中不同网络条件下遗传算法的高性能实现。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Evolutionary theory for cluster head election in cooperative clusters implementing network coding
In this paper a cluster head election problem is studied for a cooperative wireless network. The nodes in the cluster use random linear network coding to enhance the throughput performance in spreading the data for a file download service. Some of the nodes in the cluster will access through their cellular link parts of a file to be exchanged among all the cooperative nodes. In such a wireless environment, network coding enhances significantly the throughput performance. A good choice of the nodes acting as information sources for the cluster depends on their position and cellular link throughput and turns to be of utmost importance for the achievement of high performance levels. Therefore, a cluster head election algorithm is needed, which shall be fast in converging to either the optimal or, alternatively, a satisfactory sub-optimal solution. We propose to use the evolutionary theory. Results of our investigations are introduced with reference to a high performing implementation of a genetic algorithm under different network conditions both in static and in mobile environments.
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