Title :
Multi-mode clutter suppression of MIMO-OTH radar using blind source separation
Author :
Daoxiang Dou ; Zishu He ; Mao Li
Author_Institution :
Electron. Eng. Dept., Univ. of Electron. Sci. & Technol. of China, Chengdu, China
Abstract :
Spread-Doppler clutter (SDC) caused by multi-mode propagation seriously affects the over-the-horizon radar (OTHR) detection performance for slow ships. To solve this problem, we propose to suppress multi-mode SDC using spatial information in the multiple-input multiple-output over-the-horizon (MIMO-OTH) radar system. Traditional processing algorithms need priori information of the target direction, which is often not readily available. In this paper, we propose a novel multi-mode clutter suppression algorithm based on the second-order blind identification (SOBI) technology. The proposed algorithm does not need prior information of the target direction and can effectively suppress the multi-mode clutter. Simulation results show that the method not only achieves better suppression of the multi-mode SDC, but also retains the clutter information which contains a lot of useful information in many cases.
Keywords :
MIMO radar; blind source separation; radar clutter; radar detection; MIMO-OTH radar system; SOBI technology; blind source separation; multimode SDC suppresion; multimode clutter suppression; multimode clutter suppression algorithm; multimode propagation; multiple-input multiple-output over-the-horizon; over-the-horizon radar detection; processing algorithms; second-order blind identification; ships; spread-doppler clutter; Arrays; Clutter; Doppler effect; Radar; Receivers; Source separation; US Department of Defense; MIMO-OTH radar; SOBI; blind source separation; multi-mode clutter suppression;
Conference_Titel :
Signal Processing, Communications and Computing (ICSPCC), 2014 IEEE International Conference on
Conference_Location :
Guilin
Print_ISBN :
978-1-4799-5272-4
DOI :
10.1109/ICSPCC.2014.6986171