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Optimization of APTEEN Routing Protocol in Wireless Sensor Networks Based on Particle Swarm Optimization

机译:基于粒子群优化的无线传感器网络中APTEEN路由协议的优化

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APTEEN is a typical routing protocol for wireless sensor networks, but when clustering, cluster heads are randomly selected, which makes it easy to select nodes with low residual energy as cluster heads, thus forming network holes. To solve this problem, this paper uses particle swarm optimization (PSO) to optimize APTEEN routing protocol. When APTEEN routing protocol networking, considering the residual energy of the node, the location of the node and the energy distribution around the node, the particle swarm optimization is used to select the cluster head. The simulation results show that the optimized APTEEN routing protocol significantly prolongs the network lifetime and reduces the network energy consumption rate.
机译:APTEEN是无线传感器网络的典型路由协议,但是当聚类时,随机选择群集头,这使得可以轻松选择具有低剩余能量的节点作为簇头,从而形成网络孔。 为解决此问题,本文使用粒子群优化(PSO)来优化APTEEN路由协议。 当APTEEN路由协议网络时,考虑节点的剩余能量,节点的位置和节点周围的能量分布,粒子群优化用于选择簇头。 仿真结果表明,优化的APTEEN路由协议显着延长了网络寿命并降低了网络能耗速率。

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