Institutional Repository System Of Yunnan Observatories, CAS
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 |
DOI | 10.1371/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 |
ISSN | 1932-6203 |
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 | |
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 |
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). |
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文件名称/大小 | 文献类型 | 版本类型 | 开放类型 | 使用许可 | ||
Dynamic base station(4846KB) | 期刊论文 | 出版稿 | 开放获取 | CC BY-NC-SA | 浏览 请求全文 |
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