Title :
Model-based Adaptive Target Detection in Clutter Using MIMO Radar
Author :
Sheikhi, Abbas ; Zamani, Ali ; Norouzi, Yaser
Author_Institution :
Dept. of Electr. Eng., Shiraz Univ.
Abstract :
In this paper the problem of target detection using coherent pulse terrain in auto regressive (AR) clutter has been considered for MIMO radars. We have formulated this problem as a hypothesis test. Using the generalized likelihood ratio test (GLRT) an adaptive decision scheme has been developed for clutter with known order but unknown parameters. The performance of the proposed detectors have been evaluated using Monte-Carlo simulations. The results show the superiority of the MIMO radars with temporal coherent processing over the conventional phased arrays due to both angular spread and a newly presented phenomenon which is called Doppler spread in this paper
Keywords :
Doppler radar; MIMO communication; Monte Carlo methods; autoregressive processes; maximum likelihood detection; radar clutter; radar detection; radar target recognition; Doppler spread; GLRT; MIMO radars; Monte-Carlo simulation; adaptive decision scheme; adaptive target detection; autoregressive clutter; coherent pulse terrain; generalized likelihood ratio test; hypothesis test; multiple input multiple output; Doppler radar; MIMO; Object detection; Radar antennas; Radar clutter; Radar detection; Receiving antennas; Testing; Transmitters; Transmitting antennas; Adaptive Detection; MIMO Radar; Model Based Detection;
Conference_Titel :
Radar, 2006. CIE '06. International Conference on
Conference_Location :
Shanghai
Print_ISBN :
0-7803-9582-4
Electronic_ISBN :
0-7803-9583-2
DOI :
10.1109/ICR.2006.343477