DocumentCode :
1403818
Title :
Adaptive subspace detector for multi-input multi-output radar in the presence of steering vector mismatch
Author :
Wang, Jiacheng ; Jiang, Siwei ; He, Jinwei ; Liu, Zhe ; Baker, Christopher J.
Author_Institution :
Dept. of Electron. Eng., Nanjing Univ. of Sci. & Technol., Nanjing, China
Volume :
5
Issue :
1
fYear :
2011
fDate :
1/1/2011 12:00:00 AM
Firstpage :
23
Lastpage :
31
Abstract :
This study studies the problem of adaptive target detection by multi-input multi-output (MIMO) radar with multiple antennas at each of the receiver sites. MIMO radar has been postulated to have a number of advantages over its monostatic counterpart. However, many previous publications have not necessarily made valid assumptions in assessing performance potential. Here, the authors consider the issue of the overall MIMO radar system steering vector which should be aligned with the desired pointing direction. However, misalignment can occur because of calibration errors, receiver channel imperfections and beam pointing errors. To account for this misalignment, the steering vector is assumed to belong to a known linear subspace. At the design stage, the authors resort to a generalised likelihood ratio principle and Rao test criterion. Subsequently, MIMO versions of the subspace generalised likelihood ratio test (MIMO-SGLRT), the subspace adaptive beam-former orthogonal rejection test (MIMO-SABORT) and the subspace Rao (MIMO-SRao) detector are developed to improve the robustness of MIMO radar detection performance for the case of steering vector mismatch. The constant false alarm rate properties of the three detectors are demonstrated. Finally, the performance of the MIMO-SGLRT, MIMO-SABORT and MIMO-SRao detectors in both the matched and mismatched steering vector cases are numerically evaluated. The results show the robustness of the proposed detectors to steering vector mismatch.
Keywords :
MIMO radar; antenna arrays; beam steering; radar antennas; radar detection; radar receivers; MIMO radar system steering vector; MIMO-SABORT detector; MIMO-SGLRT detector; MIMO-SRao detectors; Rao test criterion; adaptive subspace detector; beam pointing errors; calibration errors; constant false alarm rate property; linear subspace; multiinput multioutput radar; multiple antennas; receiver channel imperfections; steering vector mismatch; subspace Rao detector; subspace adaptive beamformer orthogonal rejection test; subspace generalised likelihood ratio test;
fLanguage :
English
Journal_Title :
Radar, Sonar & Navigation, IET
Publisher :
iet
ISSN :
1751-8784
Type :
jour
DOI :
10.1049/iet-rsn.2009.0197
Filename :
5667265
Link To Document :
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