DocumentCode
1131667
Title
Minimax Robust
-Beamforming for Radar Array With Antenna Switching
Author
Lee, Moon-Sik ; Katkovnik, Vladimir ; Kim, Yong-Hoon
Author_Institution
Dept. of Mecharonics, Gwangju Inst. of Sci. & Technol., South Korea
Volume
53
Issue
8
fYear
2005
Firstpage
2549
Lastpage
2557
Abstract
We address the problem of estimating the movement parameters in non-Gaussian noise environments using an active radar array with antenna switching. The switch radar system is composed of a single transmitter,
receiving antennas, and a single receiving channel. We propose a new three-dimensional (3-D) power function which is exploited for beamforming and estimation of parameters of moving targets. Maximum peaks of this power function are used for estimation of the angle, velocity, and range of multiple moving targets. The robustness of the beamforming and the estimates is enabled by using Huber\´s
-estimates of the echoed transmitted radar signal. Two robust beamformers are studied: robust Huber and robust approximate median. Simulation demonstrates that the proposed robust beamformers provide a decreased sensitivity of the estimates with respect to noise components having heavy-tailed distributions.
receiving antennas, and a single receiving channel. We propose a new three-dimensional (3-D) power function which is exploited for beamforming and estimation of parameters of moving targets. Maximum peaks of this power function are used for estimation of the angle, velocity, and range of multiple moving targets. The robustness of the beamforming and the estimates is enabled by using Huber\´s
-estimates of the echoed transmitted radar signal. Two robust beamformers are studied: robust Huber and robust approximate median. Simulation demonstrates that the proposed robust beamformers provide a decreased sensitivity of the estimates with respect to noise components having heavy-tailed distributions.Keywords
active antenna arrays; array signal processing; impulse noise; minimax techniques; parameter estimation; radar antennas; receiving antennas; active radar array; angle estimation; antenna switching; echoed transmitted radar signal; impulsive noise; minimax robust M-beamforming; moving target; nonGaussian noise environment; parameter estimation; receiving antenna; receiving channel; robust Hubers M-estimate; robust approximate median beamformer; single transmitter; switch radar system; three-dimensional power function; velocity estimation; Active noise reduction; Antenna arrays; Array signal processing; Minimax techniques; Noise robustness; Parameter estimation; Radar antennas; Radar imaging; Switches; Working environment noise; Active radar array; impulsive noise; minimax estimation; robust Huber beamformer; robust approximate median beamformer;
fLanguage
English
Journal_Title
Antennas and Propagation, IEEE Transactions on
Publisher
ieee
ISSN
0018-926X
Type
jour
DOI
10.1109/TAP.2005.852302
Filename
1492599
Link To Document