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Research of Energy Efficient QoS WSN Routing Protocol Based on Multi-objective Genetic Algorithm

机译:基于多目标遗传算法的节能QoS WSN路由协议研究

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摘要

In order to prolong the lifecycle, increase the Quality of Service (QoS) and enlarge the scale of WSNs, a hybrid distance-path routing mechanism was proposed, and the energy efficient QoS routing protocol based on multi-objective genetic algorithm was designed. In this protocol, the use of multi-objective genetic algorithm and distance vector updates routing table and optimize network QoS parameters, thus reducing network communication energy consumption, improve the network Quality of Service (QoS); the use of path vector enlarge the scale of WSN. Mathematical analysis and experimental results show that the protocol is efficient, the network life cycle was prolonged, the average network transmission delay was reduced, and the network reliability was enhanced.
机译:为了延长生命周期,提高服务质量,扩大无线传感器网络的规模,提出了一种混合距离路径路由机制,设计了一种基于多目标遗传算法的高能效QoS路由协议。在该协议中,利用多目标遗传算法和距离矢量更新路由表并优化网络QoS参数,从而减少网络通信能耗,提高网络服务质量(QoS);路径向量的使用扩大了无线传感器网络的规模。数学分析和实验结果表明,该协议有效,延长了网络生命周期,减少了平均网络传输时延,提高了网络可靠性。

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