中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
Dynamic base stations selection method for passive location based on GDOP

文献类型:期刊论文

作者Miao, Sheng3; Dong, Liang2; Hou, Jingyu1
刊名PLOS ONE
出版日期2022-12-12
卷号17期号:12
ISSN号1932-6203
DOI10.1371/journal.pone.0272487
文献子类Article
英文摘要

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.

学科主题电子、通信与自动控制技术 ; 信息处理技术 ; 通信技术
URL标识查看原文
出版地1160 BATTERY STREET, STE 100, SAN FRANCISCO, CA 94111 USA
WOS关键词SENSOR SELECTION
资助项目National Natural Science Foundation of China[61941204]
WOS研究方向Science & Technology - Other Topics
语种英语
WOS记录号WOS:000925067100007
出版者PUBLIC LIBRARY SCIENCE
资助机构National Natural Science Foundation of China[61941204]
版本出版稿
源URL[http://ir.ynao.ac.cn/handle/114a53/25842]  
专题云南天文台_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.School of Information Technology, Deakin University, Victoria, Australia
2.Key Laboratory for the Structure and Evolution of Celestial Objects, Chinese Academy of Sciences Kunming, Yunnan, China;
3.College of Big Data and Intelligence Engineering, Southwest Forestry University Kunming, Yunnan, China;
推荐引用方式
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).

入库方式: OAI收割

来源:云南天文台

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