FrogSim: distributed graph coloring in wireless ad hoc networksAn algorithm inspired by the calling behavior of Japanese tree frogs

被引:0
|
作者
Hugo Hernández
Christian Blum
机构
[1] Prince of Songkla University,Faculty of Technology and Environment
[2] University of the Basque Country,Department of Computer Science and Artificial Intelligence
[3] Basque Foundation for Science,IKERBASQUE
来源
Telecommunication Systems | 2014年 / 55卷
关键词
Distributed graph coloring; Swarm Intelligence; Wireless ad hoc networks;
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学科分类号
摘要
Graph coloring, which is at the heart of several problems arising in wireless ad hoc networks, concerns the problem of assigning colors to the nodes of a graph such that adjacent nodes do not share the same color. This paper deals with the problem of generating valid colorings in a distributed way, while minimizing the number of colors used. Examples of related problems in wireless ad hoc networks are TDMA slot assignment, wakeup scheduling, and data collection. The presented algorithm is inspired by the desynchronization observed in the context of the calling behaviour of male Japanese tree frogs. Experimental results indicate that the proposed algorithm is very competitive with current state-of-the-art approaches.
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页码:211 / 223
页数:12
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