A Novel Virtual Force Approach for Node Deployment in Wireless Sensor Network

Xiangyu Yu, Weipéng Huáng, Junjian Lan, Xin Qian
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引用次数: 78

Abstract

The effectiveness of wireless sensor networks (WSN) depends on the coverage and connectivity provided by node deployment, which is one of the key topics in WSN. In this paper, a modified virtual force-based node self-deployment algorithm for nodes with mobility is proposed. In the virtual force-based approach, all nodes are seen as points subject to repulsive and attractive force exerted among them, nodes can move according to the calculated force. In the proposed approach, Delaunay triangulation is formed with these nodes, adjacent relationship is defined if two nodes are connected in the Delaunay diagram. Force can only be exerted from those adjacent nodes within the communication range. Simulation results showed that the proposed approach has higher coverage rate and faster convergence time than traditional virtual force algorithm.
基于虚拟力的无线传感器网络节点部署方法
无线传感器网络(WSN)的有效性取决于节点部署所提供的覆盖和连通性,这是WSN的关键问题之一。针对具有可移动性的节点,提出了一种改进的基于虚拟力的节点自部署算法。在基于虚拟力的方法中,所有节点都被看作是点,它们之间受到排斥力和引力的作用,节点可以根据计算出的力进行移动。在该方法中,利用这些节点形成Delaunay三角剖分,如果两个节点在Delaunay图中连通,则定义相邻关系。只能从通信范围内的相邻节点施加力。仿真结果表明,与传统的虚拟力算法相比,该方法具有更高的覆盖率和更快的收敛时间。
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