基于蚁群路径优化的无线传感器网络聚类节能传输协议

2017 International Conference on Computer, Information and Telecommunication Systems (CITS) Pub Date : 2017-07-21 DOI:10.1109/CITS.2017.8035280

Huahongzi Chen, Ze Lv, Ruichun Tang, Ye Tao

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引用次数: 13

摘要

考虑无线传感器网络(WSN)中由于能量利用效率低下而造成的能量损失问题。提出了一种基于蚁群路径优化(CEETP-ACPO)的无线传感器网络聚类节能传输协议。首先，采用分布式集群计算节能路由方案(DCCERS)，根据节点的重心和可达范围内节点的能量选择簇头，对传感器节点进行聚类;其次，采用改进的蚁群路径优化算法，通过环角搜索模型控制节点的下一跳范围和节点的路径信息素、距离和电流能量计算的转移概率来选择最优路径;仿真结果表明了该协议的有效性。

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Clustering energy-efficient transmission protocol for Wireless Sensor Networks based on ant colony path optimization

Consider the problem of energy loss caused by inefficient use of energy in Wireless Sensor Networks (WSN). A clustering energy-efficient transmission protocol for wireless sensor networks based on ant colony path optimization (CEETP-ACPO) is proposed. Firstly, use the distributed cluster computing energy-efficient routing scheme (DCCERS) to select cluster heads according to the center of gravity and the energy of nodes in the reachable range of nodes, then sensor nodes are clustered. Secondly, by using the improved ant colony path optimization algorithm, the optimal path is selected by the next-hop range of nodes controlled by the ring-angle search model and the transition probability calculated by the path pheromone, distance and current energy of the node. Simulation results show the effectiveness of the proposed protocol.

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2017 International Conference on Computer, Information and Telecommunication Systems (CITS)

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