Title :
Radar imaging via adaptive MIMO techniques
Author :
Luzhou Xu ; Jian Li ; Stoica, Petre
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Florida, Gainesville, FL, USA
Abstract :
We investigate several adaptive techniques for a multiple-input multiple-output (MIMO) radar system. By transmitting independent waveforms via different antennas, the echoes due to targets at different locations are linearly independent of each other, which allows the direct application of many adaptive techniques. We discuss several adaptive radar imaging algorithms, which can provide excellent estimation accuracy of both target locations and target amplitudes, and high robustness to the array calibration errors. To reject the false peaks due to the strong jammers, we also propose a generalized likelihood ratio test (GLRT). As shown by the numerical examples, the number of targets can be estimated accurately by using GLRT, and an accurate description of the target scenario can be obtained by combining the adaptive radar imaging algorithms and the GLRT technique.
Keywords :
MIMO radar; adaptive radar; estimation theory; radar imaging; radar tracking; target tracking; GLRT technique; adaptive MIMO techniques; adaptive radar imaging algorithms; array calibration errors; generalized likelihood ratio test; independent waveforms transmission; multiple-input multiple-output radar system; target amplitudes; target locations; Abstracts; Arrays; Direction-of-arrival estimation; Filtering; Jamming; Radar imaging; Signal to noise ratio;
Conference_Titel :
Signal Processing Conference, 2006 14th European
Conference_Location :
Florence