Title :
Cramer-Rao bound for target velocity estimation in MIMO radar with widely separated antennas
Author :
He, Qian ; Blum, Rick S. ; Godrich, Hana ; Haimovich, Alexander M.
Author_Institution :
EE Dept., Univ. of Electron. Sci. & Technol. of China, Chengdu
Abstract :
This paper studies the velocity estimation performance for multiple-input multiple-output (MIMO) radar. MIMO radar employing widely dispersed antennas has an advantage in dealing with moving targets. By transmitting orthogonal waveforms MIMO radar can separate these waveforms at each receive antenna and has the ability to observe targets from different directions simultaneously. Unlike conventional radars with co-located antennas, the difficulty of processing targets with small radial velocities is avoided. In this paper, the Cramer-Rao bound is developed for velocity estimation in MIMO radar. It is shown that the antenna placement affects the estimation accuracy significantly.
Keywords :
MIMO communication; antennas; radar tracking; target tracking; velocity measurement; Cramer-Rao bound; MIMO radar; antenna placement; moving targets; multiple-input multiple-output radar; orthogonal waveforms; target velocity estimation; widely dispersed antennas; widely separated antennas; Doppler radar; Frequency conversion; Helium; MIMO; Maximum likelihood estimation; Phased arrays; Radar antennas; Receiving antennas; Sparse matrices; Transmitting antennas; Cramer-Rao bound; MIMO radar; ML estimate; antenna placement; velocity estimation;
Conference_Titel :
Information Sciences and Systems, 2008. CISS 2008. 42nd Annual Conference on
Conference_Location :
Princeton, NJ
Print_ISBN :
978-1-4244-2246-3
Electronic_ISBN :
978-1-4244-2247-0
DOI :
10.1109/CISS.2008.4558507