Title :
Some theoretical results for compressed MIMO radar
Author :
Strohmer, Thomas ; Friedlander, Benjamin
Author_Institution :
Dept. Math., UC Davis, Davis, CA, USA
Abstract :
We consider a MIMO radar system and derive a theoretical framework for the recoverability of targets in the azimuth-range-Doppler domain via compressive sensing type recovery algorithms. In particular we prove bounds on the achievable resolution and number of detectable targets in the presence of additive noise. Furthermore our theory reveals that even weak targets can be recovered reliably with the proposed approach.
Keywords :
Doppler radar; MIMO radar; compressed sensing; radar detection; radar tracking; target tracking; MIMO radar system; additive noise; azimuth-range-Doppler domain; compressed MIMO radar; compressive sensing type recovery algorithm; target detection; target recoverability; Arrays; Coherence; Doppler effect; MIMO radar; Radar antennas; Vectors;
Conference_Titel :
Signals, Systems and Computers (ASILOMAR), 2011 Conference Record of the Forty Fifth Asilomar Conference on
Conference_Location :
Pacific Grove, CA
Print_ISBN :
978-1-4673-0321-7
DOI :
10.1109/ACSSC.2011.6190103