Title :
CSSF MIMO RADAR: Compressive-Sensing and Step-Frequency Based MIMO Radar
Author :
Yu, Yao ; Petropulu, Athina P. ; Poor, H. Vincent
Author_Institution :
Dept. of Electr. & Comput. Eng., State Univ. of New Jersey, Piscataway, NJ, USA
fDate :
4/1/2012 12:00:00 AM
Abstract :
A new approach is proposed, namely CSSF MIMO radar, which applies the technique of step frequency (SF) to compressive sensing (CS) based multiple-input multiple-output (MIMO) radar. The proposed approach enables high resolution range, angle and Doppler estimation, while transmitting narrowband pulses. For the case of slowly moving targets, a technique is proposed that achieves significant complexity reduction by successively estimating angle-range and Doppler in a decoupled fashion.
Keywords :
Doppler radar; MIMO radar; compressed sensing; radar resolution; CSSF MIMO radar; Doppler estimation; angle-range estimation; compressive-sensing and step-frequency based MIMO radar; multiple-input multiple-output radar; narrowband pulse transmission; Doppler radar; Estimation; MIMO radar; Radar antennas; Sensors; Sparse matrices;
Journal_Title :
Aerospace and Electronic Systems, IEEE Transactions on
DOI :
10.1109/TAES.2012.6178074