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基于多跳分簇算法的传感器节点剩余能量监测 被引量:3
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作者 吕淑芳 高宇鹏 《计算机仿真》 北大核心 2021年第2期406-410,共5页
传感器节点能量不足会导致通信信息无法传输,甚至出现网络无法连接情况,为此提出基于多跳分簇算法的传感器节点剩余能量监测方法。按照固定方式生成一个阈值,并引入密度因子,获得目前轮数全部存活节点个数和最佳簇头数;通过簇头采用多... 传感器节点能量不足会导致通信信息无法传输,甚至出现网络无法连接情况,为此提出基于多跳分簇算法的传感器节点剩余能量监测方法。按照固定方式生成一个阈值,并引入密度因子,获得目前轮数全部存活节点个数和最佳簇头数;通过簇头采用多跳方式传输数据,引入全局更新及改变启发式因子,求解从簇头节点至基站能量损耗的最小路经,再计算传感器中通信传输的能量,同时忽略节点智能体从休眠到再度被激活或智能体在转换本身状态消耗的能量,完成节点剩余能量的监测。仿真结果证明,所提方法通过实时监测传感器的能量损耗,即可得出自身节点剩余的能量多少,且监测的数据精准,效果良好。 展开更多
关键词 多跳分簇算法 无线传感器网络节点 改进的蚁群算法 剩余能量监测 智能体
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An energy efficiency clustering routing protocol for WSNs in confined area 被引量:9
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作者 Sun Yanjing He Yanjun +1 位作者 Zhang Beibei Liu Xue 《Mining Science and Technology》 EI CAS 2011年第6期845-850,共6页
Wireless sensor networks (WSNs) are important application for safety monitoring in underground coal mines, which are difficult to monitor due to natural conditions. Based on the characteristic of limited energy for WS... Wireless sensor networks (WSNs) are important application for safety monitoring in underground coal mines, which are difficult to monitor due to natural conditions. Based on the characteristic of limited energy for WSNs in confined underground area such as coal face and laneway, we presents an energy- efficient clustering routing protocol based on weight (ECRPW) to prolong the lifetime of networks. ECRPW takes into consideration the nodes' residual energy during the election process of cluster heads. The constraint of distance threshold is used to optimize cluster scheme. Furthermore, the protocol also sets up a routing tree based on cluster heads' weight. The results show that ECRPW had better perfor- mance in energy consumption, death ratio of node and network lifetime. 展开更多
关键词 Wireless sensor networks Confined underground area Energy efficiency Routing protocol Network lifetime
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