L-Shaped-Sensor-Array-Based Localization and Tracking Method for 3D Maneuvering Target
The localization and tracking technology for a three-dimensional target, which is a kernel problem in the military area, has received more and more attention. This paper proposes a closed-loop system to detect 3D maneuvering targets, including data acquisition, the direction of arrival (DOA) estimat...
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| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
Wiley
2013-01-01
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| Series: | International Journal of Distributed Sensor Networks |
| Online Access: | https://doi.org/10.1155/2013/741284 |
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| _version_ | 1849701369180585984 |
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| author | Xing Zhang Xue Wang |
| author_facet | Xing Zhang Xue Wang |
| author_sort | Xing Zhang |
| collection | DOAJ |
| description | The localization and tracking technology for a three-dimensional target, which is a kernel problem in the military area, has received more and more attention. This paper proposes a closed-loop system to detect 3D maneuvering targets, including data acquisition, the direction of arrival (DOA) estimation, the triangle localization, and a trajectory prediction. This system firstly uses several L-shaped sensor arrays to sample the signals of maneuvering targets. Then the 2D ESPRIT algorithm and a maximum likelihood algorithm are introduced to achieve the positions of the spatial targets. Thirdly an autoregressive (AR) particle filter (PF) algorithm is realized to predict the locations in the next moment. Finally the localization process is directed by using the predicted positions to form a positive feedback closed loop. Experiment results show that this system can enhance the robustness and accuracy of the localization and tracking for three-dimensional maneuvering targets. |
| format | Article |
| id | doaj-art-1ca50d34d6fc42d8b71863699b4da25e |
| institution | DOAJ |
| issn | 1550-1477 |
| language | English |
| publishDate | 2013-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | International Journal of Distributed Sensor Networks |
| spelling | doaj-art-1ca50d34d6fc42d8b71863699b4da25e2025-08-20T03:17:58ZengWileyInternational Journal of Distributed Sensor Networks1550-14772013-01-01910.1155/2013/741284L-Shaped-Sensor-Array-Based Localization and Tracking Method for 3D Maneuvering TargetXing ZhangXue WangThe localization and tracking technology for a three-dimensional target, which is a kernel problem in the military area, has received more and more attention. This paper proposes a closed-loop system to detect 3D maneuvering targets, including data acquisition, the direction of arrival (DOA) estimation, the triangle localization, and a trajectory prediction. This system firstly uses several L-shaped sensor arrays to sample the signals of maneuvering targets. Then the 2D ESPRIT algorithm and a maximum likelihood algorithm are introduced to achieve the positions of the spatial targets. Thirdly an autoregressive (AR) particle filter (PF) algorithm is realized to predict the locations in the next moment. Finally the localization process is directed by using the predicted positions to form a positive feedback closed loop. Experiment results show that this system can enhance the robustness and accuracy of the localization and tracking for three-dimensional maneuvering targets.https://doi.org/10.1155/2013/741284 |
| spellingShingle | Xing Zhang Xue Wang L-Shaped-Sensor-Array-Based Localization and Tracking Method for 3D Maneuvering Target International Journal of Distributed Sensor Networks |
| title | L-Shaped-Sensor-Array-Based Localization and Tracking Method for 3D Maneuvering Target |
| title_full | L-Shaped-Sensor-Array-Based Localization and Tracking Method for 3D Maneuvering Target |
| title_fullStr | L-Shaped-Sensor-Array-Based Localization and Tracking Method for 3D Maneuvering Target |
| title_full_unstemmed | L-Shaped-Sensor-Array-Based Localization and Tracking Method for 3D Maneuvering Target |
| title_short | L-Shaped-Sensor-Array-Based Localization and Tracking Method for 3D Maneuvering Target |
| title_sort | l shaped sensor array based localization and tracking method for 3d maneuvering target |
| url | https://doi.org/10.1155/2013/741284 |
| work_keys_str_mv | AT xingzhang lshapedsensorarraybasedlocalizationandtrackingmethodfor3dmaneuveringtarget AT xuewang lshapedsensorarraybasedlocalizationandtrackingmethodfor3dmaneuveringtarget |