Title :
Robust beamforming for jammers suppression in MIMO radar
Author :
Yongzhe Li ; Vorobyov, Sergiy A. ; Hassanien, Aboulnasr
Author_Institution :
Dept. of EE, Univ. of Electron. Sci. & Technol. of China, Chengdu, China
Abstract :
Robust beamforming for multiple-input multiple-output (MIMO) radar in the background of powerful jamming signals is investigated in this paper. We design two minimum variance distortionless response (MVDR) type beamformers with adaptiveness/robustness against the powerful jammers for colo-cated MIMO radar. Specifically, the MVDR beamformer is firstly designed for known jammers in the sector-of-interest, which maintains distortionless response towards the direction of the target while imposing nulls towards the directions of jammers. Then the adaptive/robust MVDR beamformer is designed for the general case of unknown in-sector jammers and/or out-of-sector interfering sources. Convex optimization techniques are used in both of the designs. Moreover, we derive a closed-form solution to the simplified second design. Based on this solution, we derive efficient power estimates of the desired and/or interfering sources in the context of powerful jammers and non-ideal factors such as array calibration errors and target steering vector mismatches. We demonstrate that the capability of efficient jammers suppression using these designs is unique in MIMO radar.
Keywords :
MIMO radar; array signal processing; convex programming; interference suppression; jamming; radar signal processing; MIMO radar; adaptive-robust MVDR beamformer; array calibration errors; closed-form solution; colocated antennas; convex optimization techniques; in-sector jammers; jammers suppression; minimum variance distortionless response; multiple-input multiple-output radar; out-of-sector interfering sources; power efficiency estimation; powerful jamming signals; robust beamforming; sector-of-interest; target direction; target steering vector mismatches; Array signal processing; Arrays; Jamming; MIMO radar; Optimization; Robustness; Vectors;
Conference_Titel :
Radar Conference, 2014 IEEE
Conference_Location :
Cincinnati, OH
Print_ISBN :
978-1-4799-2034-1
DOI :
10.1109/RADAR.2014.6875667