Title :
Moving target detection in airborne MIMO radar for fluctuating target RCS model
Author :
Ghotbi, Shabnam ; Ahmadi, Mahdi ; Sebt, Mohammad Ali
Author_Institution :
K.N. Toosi Univ. of Technol., Tehran, Iran
Abstract :
This paper considers the problem of target detection for multiple-input multiple- output with colocated antennas on a moving airborne platform. The target´s radar cross section fluctuations degrade the detection performance of the radar. In this paper, first, we introduce a spatiotemporal signal model for airborne colocated MIMO radar which handles arbitrary transmit and receive antennas placement. Then, we employ the likelihood ratio test to derive the decision rules for fluctuating and nonfluctuating targets. In the case offull knowledge of target and interference statistic characteristics, we propose two detectors for fluctuating and nonfluctuating targets. The proposed detector can be used to evaluate adaptive detectors such as Kelly detector where the interference covariance matrix is estimated using training data. Simulation results have been provided to evaluate the detection performance of the proposed detectors.
Keywords :
MIMO radar; airborne radar; decision theory; object detection; radar antennas; radar cross-sections; radar detection; radar interference; receiving antennas; statistical testing; transmitting antennas; Kelly detector; adaptive detector evaluation; airborne colocated MIMO radar; arbitrary transmit antenna placement; colocated antennas; decision rules; fluctuating target detector; interference covariance matrix; interference statistic characteristics; likelihood ratio test; moving airborne MIMO radar platform; moving target detection; multiple-input multiple-output radar; nonfluctuating target detector; radar detection performance degradation; receive antenna placement; spatiotemporal signal model; target RCS model fluctuation; target radar cross section fluctuations; training data; Covariance matrices; Detectors; Interference; MIMO radar; Radar antennas; Radar cross-sections; Airborne MIMO radar; fluctuating target; likelihood ratio test (LRT); signal detection;
Conference_Titel :
Signal Processing Conference (EUSIPCO), 2014 Proceedings of the 22nd European
Conference_Location :
Lisbon