Subspace Compressive GLRT Detector for MIMO Radar in the Presence of Clutter
The problem of optimising the target detection performance of MIMO radar in the presence of clutter is considered. The increased false alarm rate which is a consequence of the presence of clutter returns is known to seriously degrade the target detection performance of the radar target detector, esp...
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| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
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Wiley
2015-01-01
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| Series: | The Scientific World Journal |
| Online Access: | http://dx.doi.org/10.1155/2015/341619 |
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| author | Siva Karteek Bolisetti Mohammad Patwary Khawza Ahmed Abdel-Hamid Soliman Mohamed Abdel-Maguid |
| author_facet | Siva Karteek Bolisetti Mohammad Patwary Khawza Ahmed Abdel-Hamid Soliman Mohamed Abdel-Maguid |
| author_sort | Siva Karteek Bolisetti |
| collection | DOAJ |
| description | The problem of optimising the target detection performance of MIMO radar in the presence of clutter is considered. The increased false alarm rate which is a consequence of the presence of clutter returns is known to seriously degrade the target detection performance of the radar target detector, especially under low SNR conditions. In this paper, a mathematical model is proposed to optimise the target detection performance of a MIMO radar detector in the presence of clutter. The number of samples that are required to be processed by a radar target detector regulates the amount of processing burden while achieving a given detection reliability. While Subspace Compressive GLRT (SSC-GLRT) detector is known to give optimised radar target detection performance with reduced computational complexity, it however suffers a significant deterioration in target detection performance in the presence of clutter. In this paper we provide evidence that the proposed mathematical model for SSC-GLRT detector outperforms the existing detectors in the presence of clutter. The performance analysis of the existing detectors and the proposed SSC-GLRT detector for MIMO radar in the presence of clutter are provided in this paper. |
| format | Article |
| id | doaj-art-f43a68d6a88f494e8f9f4f839b102416 |
| institution | Kabale University |
| issn | 2356-6140 1537-744X |
| language | English |
| publishDate | 2015-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | The Scientific World Journal |
| spelling | doaj-art-f43a68d6a88f494e8f9f4f839b1024162025-02-03T01:01:51ZengWileyThe Scientific World Journal2356-61401537-744X2015-01-01201510.1155/2015/341619341619Subspace Compressive GLRT Detector for MIMO Radar in the Presence of ClutterSiva Karteek Bolisetti0Mohammad Patwary1Khawza Ahmed2Abdel-Hamid Soliman3Mohamed Abdel-Maguid4Sensing, Processing & Communications Laboratory, Faculty of Computing, Engineering & Sciences, Staffordshire University, Stoke-on-Trent ST4 2DE, UKSensing, Processing & Communications Laboratory, Faculty of Computing, Engineering & Sciences, Staffordshire University, Stoke-on-Trent ST4 2DE, UKSchool of Science and Engineering, United International University, Dhanmondi, Dhaka 1209, BangladeshSensing, Processing & Communications Laboratory, Faculty of Computing, Engineering & Sciences, Staffordshire University, Stoke-on-Trent ST4 2DE, UKSchool of Science, Technology and Health, University Campus Suffolk, Ipswich IP4 1QJ, UKThe problem of optimising the target detection performance of MIMO radar in the presence of clutter is considered. The increased false alarm rate which is a consequence of the presence of clutter returns is known to seriously degrade the target detection performance of the radar target detector, especially under low SNR conditions. In this paper, a mathematical model is proposed to optimise the target detection performance of a MIMO radar detector in the presence of clutter. The number of samples that are required to be processed by a radar target detector regulates the amount of processing burden while achieving a given detection reliability. While Subspace Compressive GLRT (SSC-GLRT) detector is known to give optimised radar target detection performance with reduced computational complexity, it however suffers a significant deterioration in target detection performance in the presence of clutter. In this paper we provide evidence that the proposed mathematical model for SSC-GLRT detector outperforms the existing detectors in the presence of clutter. The performance analysis of the existing detectors and the proposed SSC-GLRT detector for MIMO radar in the presence of clutter are provided in this paper.http://dx.doi.org/10.1155/2015/341619 |
| spellingShingle | Siva Karteek Bolisetti Mohammad Patwary Khawza Ahmed Abdel-Hamid Soliman Mohamed Abdel-Maguid Subspace Compressive GLRT Detector for MIMO Radar in the Presence of Clutter The Scientific World Journal |
| title | Subspace Compressive GLRT Detector for MIMO Radar in the Presence of Clutter |
| title_full | Subspace Compressive GLRT Detector for MIMO Radar in the Presence of Clutter |
| title_fullStr | Subspace Compressive GLRT Detector for MIMO Radar in the Presence of Clutter |
| title_full_unstemmed | Subspace Compressive GLRT Detector for MIMO Radar in the Presence of Clutter |
| title_short | Subspace Compressive GLRT Detector for MIMO Radar in the Presence of Clutter |
| title_sort | subspace compressive glrt detector for mimo radar in the presence of clutter |
| url | http://dx.doi.org/10.1155/2015/341619 |
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