Resource allocation scheme of netted radar system for target localisation
Abstract In order to enhance the resource utilisation of the netted radar system, a receiving resource allocation (RRA) strategy for target localisation is developed in this article. Receiving resource refers to the receiving node and the processing approach adopted. The aim of the proposed RAA stra...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
Wiley
2023-10-01
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| Series: | IET Radar, Sonar & Navigation |
| Subjects: | |
| Online Access: | https://doi.org/10.1049/rsn2.12434 |
| _version_ | 1797663901479862272 |
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| author | Jingjing Guo Haihong Tao |
| author_facet | Jingjing Guo Haihong Tao |
| author_sort | Jingjing Guo |
| collection | DOAJ |
| description | Abstract In order to enhance the resource utilisation of the netted radar system, a receiving resource allocation (RRA) strategy for target localisation is developed in this article. Receiving resource refers to the receiving node and the processing approach adopted. The aim of the proposed RAA strategy is to select the receiver node and corresponding processing approach to minimise the resource cost while satisfying the desired target localisation accuracies. The resource cost includes the implementation cost of the processing approaches and the distance cost of data transmission. The Cramer‐Rao bound (CRB) incorporating the above controllable parameters is derived and used as the target localisation performance metric in the netted radar system. Whereafter, the RRA problem is modelled as a non‐convex constrained optimisation problem with the discrete variables. A scheme based on the modified depth‐first search is proposed to solve this problem. Simulation results demonstrate that the proposed scheme can effectively reduce resource consumption under the desired target localisation performance constraints. |
| first_indexed | 2024-03-11T19:21:30Z |
| format | Article |
| id | doaj.art-cc857726172e41cf86c2dac113a13b10 |
| institution | Directory Open Access Journal |
| issn | 1751-8784 1751-8792 |
| language | English |
| last_indexed | 2024-03-11T19:21:30Z |
| publishDate | 2023-10-01 |
| publisher | Wiley |
| record_format | Article |
| series | IET Radar, Sonar & Navigation |
| spelling | doaj.art-cc857726172e41cf86c2dac113a13b102023-10-07T08:00:40ZengWileyIET Radar, Sonar & Navigation1751-87841751-87922023-10-0117101456146810.1049/rsn2.12434Resource allocation scheme of netted radar system for target localisationJingjing Guo0Haihong Tao1National Key Laboratory of Radar Signal Processing Xidian University Xi'an ChinaNational Key Laboratory of Radar Signal Processing Xidian University Xi'an ChinaAbstract In order to enhance the resource utilisation of the netted radar system, a receiving resource allocation (RRA) strategy for target localisation is developed in this article. Receiving resource refers to the receiving node and the processing approach adopted. The aim of the proposed RAA strategy is to select the receiver node and corresponding processing approach to minimise the resource cost while satisfying the desired target localisation accuracies. The resource cost includes the implementation cost of the processing approaches and the distance cost of data transmission. The Cramer‐Rao bound (CRB) incorporating the above controllable parameters is derived and used as the target localisation performance metric in the netted radar system. Whereafter, the RRA problem is modelled as a non‐convex constrained optimisation problem with the discrete variables. A scheme based on the modified depth‐first search is proposed to solve this problem. Simulation results demonstrate that the proposed scheme can effectively reduce resource consumption under the desired target localisation performance constraints.https://doi.org/10.1049/rsn2.12434array signal processingradar signal processingresource allocation |
| spellingShingle | Jingjing Guo Haihong Tao Resource allocation scheme of netted radar system for target localisation IET Radar, Sonar & Navigation array signal processing radar signal processing resource allocation |
| title | Resource allocation scheme of netted radar system for target localisation |
| title_full | Resource allocation scheme of netted radar system for target localisation |
| title_fullStr | Resource allocation scheme of netted radar system for target localisation |
| title_full_unstemmed | Resource allocation scheme of netted radar system for target localisation |
| title_short | Resource allocation scheme of netted radar system for target localisation |
| title_sort | resource allocation scheme of netted radar system for target localisation |
| topic | array signal processing radar signal processing resource allocation |
| url | https://doi.org/10.1049/rsn2.12434 |
| work_keys_str_mv | AT jingjingguo resourceallocationschemeofnettedradarsystemfortargetlocalisation AT haihongtao resourceallocationschemeofnettedradarsystemfortargetlocalisation |