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Energy efficient Connected Dominating Set construction using Ant Colony Optimization technique in Wireless Sensor Network

机译:无线传感器网络中基于蚁群优化技术的节能连通支配集构建

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Wireless Sensor Network (WSN) consists of number of sensors for computing the changes in the physical environmental conditions. Subset of nodes can be constructed for the communication in wireless sensor network. This subset of nodes is the Connected Dominating Set (CDS) which will act as a virtual backbone. Virtual backbones are used for the clustering and the routing purposes. Several algorithms are presented for the construction of the CDS. In this paper we are constructing an energy efficient connected dominating set using the Ant Colony Optimization (ACO) technique and it compared with the Genetic Algorithm (GA) based CDS. CDS construction time and the CDS size are used for the performance analysis of our proposed technique. Simulation results showed that the nodes in the connected dominating set are energy efficient.
机译:无线传感器网络(WSN)由许多传感器组成,用于计算物理环境条件的变化。可以构建节点子集以用于无线传感器网络中的通信。节点的此子集是连接支配集(CDS),它将充当虚拟骨干网。虚拟主干用于集群和路由目的。提出了几种构建CDS的算法。在本文中,我们正在使用蚁群优化(ACO)技术构建一种高效节能的连通控制集,并将其与基于遗传算法(GA)的CDS进行比较。 CDS构建时间和CDS大小用于我们提出的技术的性能分析。仿真结果表明,连通支配集中的节点具有较高的能效。

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