Title :
Optimum waveform design and clutter rejection processing for MIMO radar
Author :
Hai Deng ; Himed, Braham
Author_Institution :
Florida Int. Univ., Miami, FL, USA
Abstract :
Multiple-Input Multiple-Output (MIMO) radar has the capability to simultaneously transmit and receive multiple orthogonal waveforms to improve radar performances [1, 2]. The unique structure of MIMO radar, as shown in Fig.1, allows transmitting waveform and signal processing to be optimized to achieve a better radar performance in various areas. Multiple matched filters are used at the receiver for each antenna element to exclusively receive the waveforms transmitted by each element. It has been demonstrated that virtual transmitting and receiving beams can be formed to achieve an optimum signal-to-noise ratio (SNR) in target detection, through digital signal processing at the receiver using arbitrary transmitting waveforms. The actual transmitting antenna beam can be optimized to minimize the radiation power in any direction (or all directions) to achieve a low probability of intercept (LPI) property, without degrading target detection performance. In previous work involving MIMO radar virtual beamforming systems, only SNR and white noise were considered for target detection performance evaluation. However, for some applications such as ground moving target detection, using airborne assets, ground clutter interference is a much more serious threat for reliable target detection. In this work, the MIMO system is further investigated for clutter rejection as well as waveform design for optimizing the actual radar radiation pattern.
Keywords :
MIMO radar; airborne radar; array signal processing; matched filters; object detection; optimisation; probability; radar antennas; radar clutter; radar detection; radar signal processing; virtualisation; white noise; LPI property; MIMO radar virtual beamforming systems; MIMO system; SNR; airborne assets; antenna element; clutter rejection processing; digital signal processing; ground clutter interference; ground moving target detection; low probability of intercept; matched filters; multiple-input multiple-output radar; optimum signal-to-noise ratio; optimum waveform design; orthogonal waveforms; radar radiation pattern; radiation power; transmitting waveform; white noise; Clutter; MIMO radar; Object detection; Radar antennas; Signal to noise ratio;
Conference_Titel :
Signal Processing Conference, 2010 18th European
Conference_Location :
Aalborg