Distance Geometry-based Wireless Location Algorithms in Cellular Networks with NLOS Errors

被引:10
|
作者
Zhao, Junhui [1 ,2 ]
Zhang, Hao [1 ]
Ran, Rong [3 ]
机构
[1] Beijing Jiaotong Univ, Sch Elect & Informat Engn, Beijing 100044, Peoples R China
[2] Nanjing Univ Posts & Telecommun, Minist Educ, Key Lab Broadband Wireless Commun & Sensor Networ, Nanjing, Jiangsu, Peoples R China
[3] Ajou Univ, Sch Elect & Comp Engn, Suwon 441749, South Korea
来源
KSII TRANSACTIONS ON INTERNET AND INFORMATION SYSTEMS | 2015年 / 9卷 / 06期
基金
中国国家自然科学基金; 新加坡国家研究基金会;
关键词
Wireless Location; Distance Geometry; NLOS; TOA; Cellular Network;
D O I
10.3837/tiis.2015.06.009
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper presents two distance geometry-based algorithms for wireless location in cellular network systems-distance geometry filtering (DGF) and distance geometry constraint (DGC). With time-of-arrival range measurements, the DGF algorithm estimates the mobile station position by selecting a set of measurements with relatively small NLOS (non-line-of-sight) errors, and the DGC algorithm optimizes the measurements first and then estimates the position using those optimized measurements. Simulation results show that the proposed algorithms can mitigate the impact of NLOS errors and effectively improve the accuracy of wireless location.
引用
收藏
页码:2132 / 2143
页数:12
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