Joint Polarization and Angle Estimation for Robust Multi-Target Localization in Bistatic MIMO Radar

In the paper, we propose a novel algorithm using joint polarization and angle information for robust and high-resolution multi-target localization in bistatic multiple-input multiple-output (MIMO) radar system. The proposed algorithm exploits the singular value decomposition (SVD) of cross-correlation matrix of the received data from two transmitter subarrays to obtain robust performance in noise. Polarization sensitive array-based ESPRIT technologies are employed to estimate the direction of departure (DOD), the direction of arrival (DOA) and the polarization parameters. The Cramer-Rao bounds (CRBs) are given. In the method, the closely spaced targets can be well distinguished by polarization diversity. Also, the DODs, DOAs, and polarizations of multiple targets can be well paired. The simulation results demonstrate that the proposed algorithm can work well and achieve high-resolution identification and robust localization of multiple targets.

[1]  Jun Li,et al.  Joint DOD and DOA estimation for bistatic MIMO radar , 2009, Signal Process..

[2]  Jian Li,et al.  MIMO Radar with Colocated Antennas , 2007, IEEE Signal Processing Magazine.

[3]  Chen Baixiao,et al.  Angle estimation using ESPRIT in MIMO radar , 2008 .

[4]  Jun Li,et al.  Multitarget Identification and Localization Using Bistatic MIMO Radar Systems , 2008, EURASIP J. Adv. Signal Process..

[5]  Arye Nehorai,et al.  Polarimetric Detection of Targets in Heavy Inhomogeneous Clutter , 2008, IEEE Transactions on Signal Processing.

[6]  Rick S. Blum,et al.  MIMO radar: an idea whose time has come , 2004, Proceedings of the 2004 IEEE Radar Conference (IEEE Cat. No.04CH37509).

[7]  Alexander M. Haimovich,et al.  Evaluation of Transmit Diversity in MIMO-Radar Direction Finding , 2007, IEEE Transactions on Signal Processing.

[8]  C. Jinli,et al.  Angle estimation using ESPRIT without pairing in MIMO radar , 2008 .

[9]  J. Tabrikian,et al.  Target Detection and Localization Using MIMO Radars and Sonars , 2006, IEEE Transactions on Signal Processing.

[10]  Arye Nehorai,et al.  Target Estimation, Detection, and Tracking , 2009, IEEE Signal Processing Magazine.

[11]  Hong Gu,et al.  A new method for joint DOD and DOA estimation in bistatic MIMO radar , 2010, Signal Process..