Improvements of Multihop Localization Algorithm for Wireless Sensor Networks

被引:12
|
作者
Wang, Zhaoyang [1 ]
Zhang, Baihai [1 ]
Wang, Xiaoyi [2 ]
Jin, Xuebo [2 ]
Bai, Yuting [1 ]
机构
[1] Beijing Inst Technol, Sch Automat, Beijing 100081, Peoples R China
[2] Beijing Technol & Business Univ, Sch Comp & Informat Engn, Beijing 100048, Peoples R China
来源
IEEE SYSTEMS JOURNAL | 2019年 / 13卷 / 01期
关键词
Error compensation; multihop (MH) localization; total least squares with inequality constraints (ICTLS); wireless sensor networks (WSNs); RANGE-FREE LOCALIZATION;
D O I
10.1109/JSYST.2018.2851782
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In emerging sensor network applications, localization requirement of applications and availability needs feasible algorithm with lower cost and higher accuracy. To localize the wireless sensor networks nodes accurately, we propose error-compensation based node distance estimation, which benefits from joint exploitation, at no cost, of the information provided by the adjacent areas and nodes. Under the given limitation, the localization problem is transformed into total least squares with inequality constraints (ICTLS) model with three estimated parameters, and the problem is solved by iteration of inequality constraints errors in variables. Simulation results show that the performance of our proposed algorithm is superior to DV-Hop algorithm and other improved algorithms in all considered scenarios.
引用
收藏
页码:365 / 376
页数:12
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