Title :
Coherent Detection for MIMO Radars
Author :
Sheikhi, Abbas ; Zamani, Ali
Author_Institution :
Shiraz Univ., Shiraz
Abstract :
Superiority of multiple-input multiple-output (MIMO) radars over conventional phased array radars has been recently shown in many aspects. MIMO radars have better detection performance and can extract target information more precisely than phased array radars. In this paper, the problem of target detection using temporal coherent pulse terrain is considered for MIMO radars. We have introduced a structure that is suitable for coherent processing. Based on this structure, we have formulated this problem as a hypothesis test. One decision rule is developed for detection of target with unknown amplitude embedded in additive white gaussian noise (AWGN) with known power using the generalized likelihood ratio test (GLRT). Another adaptive scheme for the case of unknown power is presented. We have also proposed an ad-hoc constant false alarm rate (CFAR) detector against AWGN with unknown power. Performance of these detectors have been evaluated analytically. The results show the superiority of the MIMO radars with temporal coherent processing over the conventional phased arrays.
Keywords :
AWGN; MIMO communication; alarm systems; antenna phased arrays; phased array radar; radar antennas; MIMO radar; ad-hoc constant false alarm rate detector; additive white gaussian noise; coherent detection; conventional phased array radar; generalized likelihood ratio test; multiantenna radar systems; target detection; temporal coherent pulse terrain; AWGN; Additive white noise; Data mining; Detectors; MIMO; Object detection; Phase detection; Phased arrays; Radar detection; Testing;
Conference_Titel :
Radar Conference, 2007 IEEE
Conference_Location :
Boston, MA
Print_ISBN :
1-4244-0284-0
Electronic_ISBN :
1097-5659
DOI :
10.1109/RADAR.2007.374232