A TSOA based localization algorithm in wireless networks

Shuonan Li, Jingyu Hua, Guomin Zhong, Weidang Lu, Bin Jiang
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引用次数: 6

Abstract

Wireless localization plays an important role in the internet of things, such as the wireless sensor network and the smart grid. Therefore this paper investigates the time-sum-of-arrival (TSOA) based localization algorithm, where a two-step weighted least-squares algorithm is analytically derived according to the elliptical geometry. Meanwhile, the comparison between the proposed algorithm and the conventional time-difference-of-arrival (TDOA) algorithm is provided in detail. The simulation shows that the TSOA based algorithm produces a better performance than the TDOA based one in the environment with large range measurements.
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基于TSOA的无线网络定位算法
无线定位在无线传感器网络、智能电网等物联网中发挥着重要作用。为此,本文研究了基于到达时间和(TSOA)的定位算法,并根据椭圆几何解析导出了一种两步加权最小二乘算法。同时,将该算法与传统的到达时间差(TDOA)算法进行了比较。仿真结果表明,在大范围测量环境下,基于TSOA的算法比基于TDOA的算法具有更好的性能。
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