Antenna Selection and Placement Analysis of MIMO Radar Networks for Target Localization
A distributed MIMO radar network consists of a large number of transmitters/receivers to cover a sensing area of interest but under the constraint that the number of antennas is limited. The problem of selecting a subset of antennas at a sampling time to maximize the diversity capability of the MIMO...
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| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Wiley
2014-05-01
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| Series: | International Journal of Distributed Sensor Networks |
| Online Access: | https://doi.org/10.1155/2014/769404 |
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| _version_ | 1849435090257444864 |
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| author | Bin Sun Haowen Chen Degui Yang Xiang Li |
| author_facet | Bin Sun Haowen Chen Degui Yang Xiang Li |
| author_sort | Bin Sun |
| collection | DOAJ |
| description | A distributed MIMO radar network consists of a large number of transmitters/receivers to cover a sensing area of interest but under the constraint that the number of antennas is limited. The problem of selecting a subset of antennas at a sampling time to maximize the diversity capability of the MIMO radar in terms of target resolvability is addressed from the information geometric viewpoint in this paper. Fisher information matrix of distributed MIMO radar which takes both radar waveform and SNR into account is derived as a function of individual antenna locations. The Fisher information distance (FID) between the measurement distribution based on all antennas and that based on only the selected set of antennas is calculated and is adopted as the criterion of selecting a subset of antennas. The underlying antenna selection problem is then to select a subset of antennas from all antennas which can result in the “shortest” FID with respect to a given target location. Since an NP hard search process is involved, an exhaustive search method is considered for efficient antenna subset selection. Simulation examples are presented to demonstrate the effectiveness of the proposed algorithm compared with other criteria in different antenna configurations. |
| format | Article |
| id | doaj-art-4e75a04ccf004e4faf3ada6c4e024aa6 |
| institution | Kabale University |
| issn | 1550-1477 |
| language | English |
| publishDate | 2014-05-01 |
| publisher | Wiley |
| record_format | Article |
| series | International Journal of Distributed Sensor Networks |
| spelling | doaj-art-4e75a04ccf004e4faf3ada6c4e024aa62025-08-20T03:26:25ZengWileyInternational Journal of Distributed Sensor Networks1550-14772014-05-011010.1155/2014/769404769404Antenna Selection and Placement Analysis of MIMO Radar Networks for Target LocalizationBin SunHaowen ChenDegui YangXiang LiA distributed MIMO radar network consists of a large number of transmitters/receivers to cover a sensing area of interest but under the constraint that the number of antennas is limited. The problem of selecting a subset of antennas at a sampling time to maximize the diversity capability of the MIMO radar in terms of target resolvability is addressed from the information geometric viewpoint in this paper. Fisher information matrix of distributed MIMO radar which takes both radar waveform and SNR into account is derived as a function of individual antenna locations. The Fisher information distance (FID) between the measurement distribution based on all antennas and that based on only the selected set of antennas is calculated and is adopted as the criterion of selecting a subset of antennas. The underlying antenna selection problem is then to select a subset of antennas from all antennas which can result in the “shortest” FID with respect to a given target location. Since an NP hard search process is involved, an exhaustive search method is considered for efficient antenna subset selection. Simulation examples are presented to demonstrate the effectiveness of the proposed algorithm compared with other criteria in different antenna configurations.https://doi.org/10.1155/2014/769404 |
| spellingShingle | Bin Sun Haowen Chen Degui Yang Xiang Li Antenna Selection and Placement Analysis of MIMO Radar Networks for Target Localization International Journal of Distributed Sensor Networks |
| title | Antenna Selection and Placement Analysis of MIMO Radar Networks for Target Localization |
| title_full | Antenna Selection and Placement Analysis of MIMO Radar Networks for Target Localization |
| title_fullStr | Antenna Selection and Placement Analysis of MIMO Radar Networks for Target Localization |
| title_full_unstemmed | Antenna Selection and Placement Analysis of MIMO Radar Networks for Target Localization |
| title_short | Antenna Selection and Placement Analysis of MIMO Radar Networks for Target Localization |
| title_sort | antenna selection and placement analysis of mimo radar networks for target localization |
| url | https://doi.org/10.1155/2014/769404 |
| work_keys_str_mv | AT binsun antennaselectionandplacementanalysisofmimoradarnetworksfortargetlocalization AT haowenchen antennaselectionandplacementanalysisofmimoradarnetworksfortargetlocalization AT deguiyang antennaselectionandplacementanalysisofmimoradarnetworksfortargetlocalization AT xiangli antennaselectionandplacementanalysisofmimoradarnetworksfortargetlocalization |