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Incentive mechanism for selfish nodes in wireless sensor networks based on evolutionary game

机译:基于进化博弈的无线传感器网络自私节点激励机制

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A Wireless Sensor Network (WSN) is made up of a mass of nodes with the character of self-organizing, multi-hop and limited resources. The normal operation of the network calls for cooperation among the nodes. However, there are some nodes that may choose selfish behavior when considering their limited resources such as energy, storage space and so on. The whole network will be paralyzed and unable to provide the normal service if most of the nodes do not forward data packages and take selfish actions in the network. In this paper, we adopt a dynamic incentive mechanism which suits wireless sensor networks based on the evolutionary game. The mechanism emphasizes the nodes adjust strategies forwardly and passively to maximize the fitness, making the population in the wireless sensor network converge to a cooperative state ultimately and promoting the selfish nodes cooperating with each other such that the network could offer normal service. The theoretical analysis and simulation results show that the proposed model has better feasibility and effectiveness.
机译:无线传感器网络(WSN)由大量节点组成,这些节点具有自组织,多跳和资源有限的特征。网络的正常运行需要节点之间的合作。但是,有些节点在考虑其有限的资源(例如能量,存储空间等)时可能会选择自私的行为。如果大多数节点不转发数据包并在网络中采取自私的行动,则整个网络将瘫痪,无法提供正常服务。在本文中,我们采用了一种基于进化博弈的适合于无线传感器网络的动态激励机制。该机制强调节点向前和被动地调整策略,以使适应度最大化,从而使无线传感器网络中的人口最终收敛到协作状态,并促进自私节点相互协作,以便网络可以提供正常服务。理论分析和仿真结果表明,该模型具有较好的可行性和有效性。

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