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The Optimization Methods for Wireless Sensor Network Nodes Deployment Based on Hybrid Particle Swarm

机译:基于混合粒子群的无线传感器网络节点部署优化方法

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The energy of sensor nodes is usually limited, and it is difficult to supplement energy frequently. Multi-hop communication, which can lead to unbalanced energy consumption in the whole network and seriously affect the life cycle of wireless sensor network, is generally used for infrastructure and testing linear network. Optimization of regionalization node deployment was used to balance energy consumption among all the nodes and establish the network optimization model. Combined with engineering application, hybrid particle swarm was used as model for the linear network transmission strategy. Finally, simulation was used for modeling verification. The results of simulation showed that the energy consumption of optimizing transmission strategy is lower with balanced energy consumption among all the nodes, which aims to reduce energy consumption so that the life cycle of the whole network can be improved.
机译:传感器节点的能量通常是有限的,并且难以频繁补充能量。多跳通信通常用于基础设施和测试线性网络,它会导致整个网络的能耗不平衡,并严重影响无线传感器网络的生命周期。通过优化区域化节点部署来平衡所有节点之间的能耗,并建立网络优化模型。结合工程应用,将混合粒子群算法作为线性网络传输策略的模型。最后,将仿真用于模型验证。仿真结果表明,优化传输策略的能耗较低,所有节点之间的能耗均衡,旨在降低能耗,从而改善整个网络的生命周期。

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