探讨无线传感器网络中移动传感器的负载均衡调度

You-Chiun Wang, Wen-Chih Peng, Min-Hsien Chang, Y. Tseng
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引用次数: 47

摘要

本文考虑由静态和移动传感器组成的混合传感器网络,其中静态传感器用于检测事件,移动传感器可以移动到事件位置进行更高级的分析。通过探索负载平衡的概念,我们提出了一种CentralSD算法来有效地调度移动传感器。我们的算法是通用的,因为移动传感器和事件的数量可以是任意的。当移动传感器有多个事件位置时,我们将调度问题转化为加权二部图中的最大匹配问题。当移动传感器少于事件位置时,我们提出了一种有效的聚类方案对事件位置进行分组,使最大匹配方法仍然适用。为了降低消息开销,我们还开发了一种分布式GridSD算法。仿真结果验证了所提算法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Exploring Load-Balance to Dispatch Mobile Sensors in Wireless Sensor Networks
In this paper, a hybrid sensor network consisting of static and mobile sensors is considered, where static sensors are used to detect events, and mobile sensors can move to event locations to conduct more advanced analysis. By exploring the load balance concept, we propose a CentralSD algorithm to efficiently dispatch mobile sensors. Our algorithm is general in that the numbers of mobile sensors and events can be arbitrary. When mobile sensors are more than event locations, we transform the dispatch problem to a maximum-matching problem in a weighted bipartite graph. When there are fewer mobile sensors than event locations, we propose an efficient clustering scheme to group event locations so that the maximum-matching approach can still be applied. To reduce message cost, we also develop a distributed GridSD algorithm. Simulation results are presented to verify the effectiveness of the proposed algorithms.
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