| A Shrink-Branch-Bound Algorithm for eLoran Pseudorange Positioning Initialization | |
Liu, Kaiqi1,2,3; Yuan, Jiangbin1,3; Yan, Wenhe1,3; Yang, Chaozhong1,3 ; Guo, Wei1,3; Li, Shifeng1,2,3; Hua, Yu1,2,3
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| 2022-04-01 | |
| 发表期刊 | REMOTE SENSING
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| 卷号 | 14期号:8页码:21 |
| 摘要 | Currently, eLoran is the ideal backup and supplement for global navigation satellite systems. The time synchronization accuracy between stations in the eLoran system has improved, providing conditions for eLoran pseudorange positioning. The pseudorange positioning of eLoran is a nonlinear least-squares problem and the location of the eLoran transmitting stations may cause the above problem to be non-convex. This makes the conventional pseudorange positioning al-gorithm strongly depend on the initial value when solving the eLoran pseudorange positioning. We propose a shrink-branch-bound (SBB) algorithm to solve the eLoran pseudorange positioning initialization problem. The algorithm first uses a shrink method to reduce the search space of the position estimator. Then, optimization is performed using a branch and bound algorithm within the shrunk region, where a trust region reflective algorithm is used for the lower bound process. The algorithm can help the receiver to complete the initial positioning without any initial value information. Simulation experiments verify that the algorithm has a success rate of more than 99.5% in solving the initialization problem of eLoran pseudorange positioning, and can be used as an initialization algorithm for pseudorange positioning problems for eLoran or other long-range terrestrial-based radio navigation system. |
| 关键词 | pseudorange positioning branch and bound nonlinear least squares eLoran trust region reflective algorithm initialization |
| 资助者 | Chinese Academy of Sciences "Light of West China" Program ; Chinese Academy of Sciences "Light of West China" Program ; Youth Innovation Promotion Association CAS" ; Youth Innovation Promotion Association CAS" ; Chinese Academy of Sciences "Light of West China" Program ; Chinese Academy of Sciences "Light of West China" Program ; Youth Innovation Promotion Association CAS" ; Youth Innovation Promotion Association CAS" ; Chinese Academy of Sciences "Light of West China" Program ; Chinese Academy of Sciences "Light of West China" Program ; Youth Innovation Promotion Association CAS" ; Youth Innovation Promotion Association CAS" ; Chinese Academy of Sciences "Light of West China" Program ; Chinese Academy of Sciences "Light of West China" Program ; Youth Innovation Promotion Association CAS" ; Youth Innovation Promotion Association CAS" |
| DOI | 10.3390/rs14081781 |
| 关键词[WOS] | SIGNAL ; TIME ; PROPAGATION ; MITIGATION ; NAVIGATION |
| 语种 | 英语 |
| 资助项目 | Chinese Academy of Sciences "Light of West China" Program[E017YR1R10] ; Youth Innovation Promotion Association CAS"[1188000YCZ] |
| 资助者 | Chinese Academy of Sciences "Light of West China" Program ; Chinese Academy of Sciences "Light of West China" Program ; Youth Innovation Promotion Association CAS" ; Youth Innovation Promotion Association CAS" ; Chinese Academy of Sciences "Light of West China" Program ; Chinese Academy of Sciences "Light of West China" Program ; Youth Innovation Promotion Association CAS" ; Youth Innovation Promotion Association CAS" ; Chinese Academy of Sciences "Light of West China" Program ; Chinese Academy of Sciences "Light of West China" Program ; Youth Innovation Promotion Association CAS" ; Youth Innovation Promotion Association CAS" ; Chinese Academy of Sciences "Light of West China" Program ; Chinese Academy of Sciences "Light of West China" Program ; Youth Innovation Promotion Association CAS" ; Youth Innovation Promotion Association CAS" |
| WOS研究方向 | Environmental Sciences & Ecology ; Geology ; Remote Sensing ; Imaging Science & Photographic Technology |
| WOS类目 | Environmental Sciences ; Geosciences, Multidisciplinary ; Remote Sensing ; Imaging Science & Photographic Technology |
| WOS记录号 | WOS:000787411700001 |
| 出版者 | MDPI |
| 引用统计 | |
| 文献类型 | 期刊论文 |
| 条目标识符 | http://210.72.145.45/handle/361003/13827 |
| 专题 | 授时方法与技术研究室 |
| 通讯作者 | Liu, Kaiqi |
| 作者单位 | 1.Chinese Acad Sci, Natl Time Serv Ctr, Xian 710600, Peoples R China 2.Univ Chinese Acad Sci, Beijing 100049, Peoples R China 3.Chinese Acad Sci, Key Lab Precise Positioning & Timing Technol, Xian 710600, Peoples R China |
| 推荐引用方式 GB/T 7714 | Liu, Kaiqi,Yuan, Jiangbin,Yan, Wenhe,et al. A Shrink-Branch-Bound Algorithm for eLoran Pseudorange Positioning Initialization[J]. REMOTE SENSING,2022,14(8):21. |
| APA | Liu, Kaiqi.,Yuan, Jiangbin.,Yan, Wenhe.,Yang, Chaozhong.,Guo, Wei.,...&Hua, Yu.(2022).A Shrink-Branch-Bound Algorithm for eLoran Pseudorange Positioning Initialization.REMOTE SENSING,14(8),21. |
| MLA | Liu, Kaiqi,et al."A Shrink-Branch-Bound Algorithm for eLoran Pseudorange Positioning Initialization".REMOTE SENSING 14.8(2022):21. |
| 条目包含的文件 | 条目无相关文件。 | |||||
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