Subspace Compressive GLRT Detector for MIMO Radar in the Presence of Clutter
Joint Authors
Bolisetti, Siva Karteek
Patwary, Mohammad
Ahmed, Khawza
Soliman, Abdel-Hamid
Abdel-Maguid, Mohamed
Source
Issue
Vol. 2015, Issue 2015 (31 Dec. 2015), pp.1-8, 8 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2015-10-01
Country of Publication
Egypt
No. of Pages
8
Main Subjects
Medicine
Information Technology and Computer Science
Abstract EN
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.
American Psychological Association (APA)
Bolisetti, Siva Karteek& Patwary, Mohammad& Ahmed, Khawza& Soliman, Abdel-Hamid& Abdel-Maguid, Mohamed. 2015. Subspace Compressive GLRT Detector for MIMO Radar in the Presence of Clutter. The Scientific World Journal،Vol. 2015, no. 2015, pp.1-8.
https://search.emarefa.net/detail/BIM-1078684
Modern Language Association (MLA)
Bolisetti, Siva Karteek…[et al.]. Subspace Compressive GLRT Detector for MIMO Radar in the Presence of Clutter. The Scientific World Journal No. 2015 (2015), pp.1-8.
https://search.emarefa.net/detail/BIM-1078684
American Medical Association (AMA)
Bolisetti, Siva Karteek& Patwary, Mohammad& Ahmed, Khawza& Soliman, Abdel-Hamid& Abdel-Maguid, Mohamed. Subspace Compressive GLRT Detector for MIMO Radar in the Presence of Clutter. The Scientific World Journal. 2015. Vol. 2015, no. 2015, pp.1-8.
https://search.emarefa.net/detail/BIM-1078684
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1078684