A reduced dimension multiple signal classification–based direct location algorithm with dense arrays
Aiming at the issue of parameter matching in conventional two-step location, a reduced dimension multiple signal classification direct position determination algorithm based on multi-array is proposed. Based on the idea of dimension reduction, the algorithm avoids multi-dimensional search in spatial...
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| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Wiley
2022-05-01
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| Series: | International Journal of Distributed Sensor Networks |
| Online Access: | https://doi.org/10.1177/15501329221097583 |
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| _version_ | 1849412778030268416 |
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| author | Jianfeng Li Gaofeng Zhao Baobao Li Xianpeng Wang Mengxing Huang |
| author_facet | Jianfeng Li Gaofeng Zhao Baobao Li Xianpeng Wang Mengxing Huang |
| author_sort | Jianfeng Li |
| collection | DOAJ |
| description | Aiming at the issue of parameter matching in conventional two-step location, a reduced dimension multiple signal classification direct position determination algorithm based on multi-array is proposed. Based on the idea of dimension reduction, the algorithm avoids multi-dimensional search in spatial domain and attenuation coefficient domain and reduces the search complexity. Simulation results show that the performance of the algorithm is better than the traditional angle of arrival two-step localization algorithm and subspace data fusion direct localization algorithm. |
| format | Article |
| id | doaj-art-551df7e16d6d450382ea1476edfb414c |
| institution | Kabale University |
| issn | 1550-1477 |
| language | English |
| publishDate | 2022-05-01 |
| publisher | Wiley |
| record_format | Article |
| series | International Journal of Distributed Sensor Networks |
| spelling | doaj-art-551df7e16d6d450382ea1476edfb414c2025-08-20T03:34:20ZengWileyInternational Journal of Distributed Sensor Networks1550-14772022-05-011810.1177/15501329221097583A reduced dimension multiple signal classification–based direct location algorithm with dense arraysJianfeng Li0Gaofeng Zhao1Baobao Li2Xianpeng Wang3Mengxing Huang4College of Electronic Information Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing, ChinaCollege of Electronic Information Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing, ChinaCollege of Electronic Information Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing, ChinaState Key Laboratory of Marine Resource Utilization in South China Sea, Hainan University, Haikou, ChinaState Key Laboratory of Marine Resource Utilization in South China Sea, Hainan University, Haikou, ChinaAiming at the issue of parameter matching in conventional two-step location, a reduced dimension multiple signal classification direct position determination algorithm based on multi-array is proposed. Based on the idea of dimension reduction, the algorithm avoids multi-dimensional search in spatial domain and attenuation coefficient domain and reduces the search complexity. Simulation results show that the performance of the algorithm is better than the traditional angle of arrival two-step localization algorithm and subspace data fusion direct localization algorithm.https://doi.org/10.1177/15501329221097583 |
| spellingShingle | Jianfeng Li Gaofeng Zhao Baobao Li Xianpeng Wang Mengxing Huang A reduced dimension multiple signal classification–based direct location algorithm with dense arrays International Journal of Distributed Sensor Networks |
| title | A reduced dimension multiple signal classification–based direct location algorithm with dense arrays |
| title_full | A reduced dimension multiple signal classification–based direct location algorithm with dense arrays |
| title_fullStr | A reduced dimension multiple signal classification–based direct location algorithm with dense arrays |
| title_full_unstemmed | A reduced dimension multiple signal classification–based direct location algorithm with dense arrays |
| title_short | A reduced dimension multiple signal classification–based direct location algorithm with dense arrays |
| title_sort | reduced dimension multiple signal classification based direct location algorithm with dense arrays |
| url | https://doi.org/10.1177/15501329221097583 |
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