基于接收信号强度的无线传感器网络波束形成定位方法

M. B. Zid, K. Raoof, A. Bouallègue
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引用次数: 3

摘要

本文主要研究无线传感器网络中的定位问题。提出了一种新的基于波束形成的定位算法。针对一种典型的无线传感器网络通信模型,在通信链路的发送端和接收端都有两组传感器,采用了执行定位算法。位于发送集群的协作传感器节点集可以被同化为分布式多输入多输出(MIMO)系统[1],[2],[3]。我们解决了估计随机分布的传感器节点位置的任务,并提出了一种基于波束形成方法[4],[5]和接收信号强度(SS)测量的新算法。通过仿真验证了该算法的正确性。对估计量的抽样偏差和估计量方差的收集结果进行了设想,以评估所提出算法的准确性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Beamforming approach for localization in WSN based received signal strength
This paper is concerned with localization in wireless sensor networks (WSNs). We propose a novel localization algorithm based beamforming. The performed localization algorithm is adopted for a typical communication model in WSNs involving two clusters of sensors at both transmitter and receiver sides of the communication link. The set of collaborative sensor nodes located at the transmit cluster could be assimilated to a distributed Multiple Input Multiple Output (MIMO) system [1], [2], [3]. We tackle the task of estimating the position of randomly distributed sensor nodes and we present a novel algorithm based on the beamforming approach [4], [5] and the received signal strength (SS) measurement. The correct operation of the proposed algorithm has been proved by simulation. The collected results for the sampling deviation of the estimator and the estimator variance are envisaged in order to evaluate the accuracy of the proposed algorithm.
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