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基于博弈论能耗均衡的分簇路由协议

lustering Routing Protocol Based on Game Theory Energy Consumption Equilibrium

中文摘要英文摘要

针对基于物联网的温室小气候环境监测系统,分析了温室监测子网的网络拓扑结构。发现节点间沉重的中继负载使节点死亡很快,导致网络服务中断,如何降低节点的能耗成为研究无线传感网络的热点。现有的大量研究利用分簇的思想实现网络能耗的均衡,但这些方法存在簇头密度不均匀以及个数不稳定等缺点,影响了整个网络的生存时间。针对这一问题,提出了一种基于博弈论能耗均衡的分簇路由(GDCR)算法。该算法构建一个以簇头能量、密度和链路质量为效益的博弈模型,通过纳什均衡来寻找能耗均衡、链路稳定性的最优传输链路。通过仿真验证了GDCR与LEACH传输稳定性提高20%,能量消耗降低30%,在很大程度上延长整个整个网络生命周期。

ccording to the greenhouse microclimatic environment monitoring system based on the Internet of things,we analyzed the network topology of the greenhouse monitoring subnet and found that the heavy relay load between the nodes might cause the node to die quickly and network service might be interrupted.Therefore,how to reduce the energy consumption of the nodes became the hot spots of researching wireless sensor network.The existing large number of studies utilized the idea of clustering to achieve the balance of network energy consumption,but these methods had some shortcomings of uneven density and unstable number of cluster heads,which might have impact on the survival time of the entire network.Aiming at this problem,a clustering routing(GDCR)algorithm based on game theory energy balance is proposed.In the clustering stage,the radius of the cluster is determined by the density of the sink node and the residual energy of the cluster head to the sink node.In the stage of inter-cluster communication,through establishing a game model with the node residual energy and link stability as the benefit and the Nash equilibrium solution to seek the optimal transmission path of energy consumption balance and high link stability,and thereby prolong the life cycle of the network.Ultimately, Simulation results show that the transmission stability of GDCR and LEACH is increased by 20%, energy consumption is reduced by 30%, and the whole network life cycle is extended to a great extent.

姚杰鹏、杨怀卿、杨华

农业科学技术发展无线通信遥感技术

无线传感网络分簇博弈论能量均衡

Wireless sensor networksclusteringgame theoryenergy balance

姚杰鹏,杨怀卿,杨华.基于博弈论能耗均衡的分簇路由协议[EB/OL].(2018-01-18)[2025-08-10].http://www.paper.edu.cn/releasepaper/content/201801-114.点此复制

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