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首页> 外文期刊>Research journal of applied science, engineering and technology >Design and Analysis of Virtual MIMO-Based Low-Power Control Algorithm for WSN
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Design and Analysis of Virtual MIMO-Based Low-Power Control Algorithm for WSN

机译:基于虚拟MIMO的WSN低功耗控制算法的设计与分析

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摘要

In order to fully reduce network energy consumption, an improved virtual MIMO technique applied to small and medium scale isomorphism WSN is proposed. The life of WSN is prolonged by combining the energy-efficient virtual MIMO communication technology with the method that cluster heads are selected randomly and cyclically and the network energy load is balanced. Influencing factors on the virtual MIMO WSN energy-saving performance are analyzed carefully in this study, including the network size, node density and path loss factor. And the longest life of the network is used as optimization objective, the ratio of cluster head (the ratio of the number of cluster head required and the total number of nodes) which is a key parameter of WSN are optimized by genetic algorithm. Simulation results show that compared with LEACH this novel algorithm is more efficient to save energy of consumption and prolong the living time of the whole network when the parameters of network structure are properly selected.
机译:为了充分降低网络能耗,提出了一种应用于中小型同构无线传感器网络的改进虚拟MIMO技术。通过将高效节能的虚拟MIMO通信技术与随机和循环选择簇头并平衡网络能量负载的方法相结合,可以延长WSN的寿命。仔细分析了影响虚拟MIMO WSN节能性能的因素,包括网络规模,节点密度和路径损耗因素。以网络寿命最长为优化目标,采用遗传算法对作为无线传感器网络关键参数的簇头比(所需簇头数与节点总数之比)进行优化。仿真结果表明,与LEACH相比,该算法在正确选择网络结构参数的情况下,更有效地节省了能耗,延长了整个网络的使用寿命。

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