Dynamic base stations selection method for passive location based on GDOP
Miao, Sheng1; Dong, Liang2; Hou, Jingyu3
发表期刊PLOS ONE
2022-12-12
卷号17期号:12
DOI10.1371/journal.pone.0272487
收录类别SCI
摘要

For the problem of passive location in mobile cellular network, base stations (BSs) selection can improve positioning accuracy. Through the analysis of base station layout in cellular networks, using Geometric Dilution of Precision (GDOP) as the optimization objective, we propose a Dynamic Base Stations Selection (DBSS) method in a cellular unit. This method enables the system to dynamically select the positioning base station when positioning target in the detection area. DBSS mainly include three steps: nearest base station calculation, layout of base stations analysis, and base station selection based on the target location. We mainly focus on the derivation of four-base station dynamic selection (DBSS4) and five-base station dynamic selection (DBSS5) algorithms. In simulation experiments, DBSS4 algorithm and DBSS5algorithm were compared with the state-of-the-art of BSs selection methods. The results show that our proposed method can achieve the exhaustive search in cellular cells and reduce more than 20% of the GDOP cumulative positioning error compared with the fixed four-base station selection algorithm. Meanwhile, the proposed method is more efficient, requires less running time and floating-point operations (FLOPs) than other comparison algorithm, and is independent of localization algorithms.

资助项目National Natural Science Foundation of China[61941204]
项目资助者National Natural Science Foundation of China[61941204]
语种英语
学科领域电子、通信与自动控制技术 ; 信息处理技术 ; 通信技术
文章类型Article
出版者PUBLIC LIBRARY SCIENCE
出版地1160 BATTERY STREET, STE 100, SAN FRANCISCO, CA 94111 USA
ISSN1932-6203
URL查看原文
WOS记录号WOS:000925067100007
WOS研究方向Science & Technology - Other Topics
WOS类目Multidisciplinary Sciences
关键词[WOS]SENSOR SELECTION
引用统计
被引频次:3[WOS]   [WOS记录]     [WOS相关记录]
文献类型期刊论文
版本出版稿
条目标识符http://ir.ynao.ac.cn/handle/114a53/25842
专题中国科学院天体结构与演化重点实验室
通讯作者Dong, Liang
作者单位1.College of Big Data and Intelligence Engineering, Southwest Forestry University Kunming, Yunnan, China;
2.Key Laboratory for the Structure and Evolution of Celestial Objects, Chinese Academy of Sciences Kunming, Yunnan, China;
3.School of Information Technology, Deakin University, Victoria, Australia
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GB/T 7714
Miao, Sheng,Dong, Liang,Hou, Jingyu. Dynamic base stations selection method for passive location based on GDOP[J]. PLOS ONE,2022,17(12).
APA Miao, Sheng,Dong, Liang,&Hou, Jingyu.(2022).Dynamic base stations selection method for passive location based on GDOP.PLOS ONE,17(12).
MLA Miao, Sheng,et al."Dynamic base stations selection method for passive location based on GDOP".PLOS ONE 17.12(2022).
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