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An Efficient Node Localization Approach with RSSI for Randomly Deployed Wireless Sensor Networks

机译:随机部署无线传感器网络的RSSI高效节点定位方法

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摘要

An efficient path planning approach in mobile beacon localization for the randomly deployed wireless sensor nodes is proposed in this paper. Firstly, in order to improve localization accuracy, the weighting function based on the distance between nodes is constructed. Moreover, an iterative multilateration algorithm is also presented to avoid decreasing the localization accuracy. Furthermore, a path planning algorithm based on grid scan which can traverse entirely in sensor field is described. At the same time, the start conditions of localization algorithm are also proposed to improve localization accuracy. To evaluate the proposed path planning algorithm, the localization results of beacon nodes randomly deployed in sensor field are also provided. The proposed approach can provide the deployment uniformly of virtual beacon nodes among the sensor fields and the lower computational complexity of path planning compared with method which utilizes only mobile beacons on the basis of a random movement. The performance evaluation shows that the proposed approach can reduce the beacon movement distance and the number of virtual mobile beacon nodes by comparison with other methods.
机译:提出了一种有效的路径规划方法,用于随机部署的无线传感器节点的移动信标定位。首先,为了提高定位精度,构造了基于节点之间距离的加权函数。此外,还提出了一种迭代多边定位算法,以避免降低定位精度。此外,描述了一种基于网格扫描的路径规划算法,该算法可以在传感器领域中完全遍历。同时,还提出了定位算法的起始条件,以提高定位精度。为了评估提出的路径规划算法,还提供了随机部署在传感器领域中的信标节点的定位结果。与仅在随机运动的基础上利用移动信标的方法相比,所提出的方法可以提供传感器场之间虚拟信标节点的均匀部署,并且路径规划的计算复杂度较低。性能评估表明,与其他方法相比,该方法可以减少信标移动距离和虚拟移动信标节点数量。

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  • 来源
    《Journal of electrical and computer engineering》 |2016年第1期|2080854.1-2080854.11|共11页
  • 作者单位

    School of Electrical and Information Engineering, Northeast Agricultural University, Harbin 150030, China;

    School of Electrical and Information Engineering, Northeast Agricultural University, Harbin 150030, China;

    School of Electrical and Information Engineering, Northeast Agricultural University, Harbin 150030, China;

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