Title :
Clutter covariance matrices for GMTI MIMO radar
Author :
Kantor, Joshua M. ; Bliss, Daniel W.
Author_Institution :
MIT Lincoln Lab., Lexington, MA, USA
Abstract :
We examine the clutter covariance matrices for ground moving-target indicator (GMTI) multiple-input, multiple-output (MIMO) radar systems, and, in particular, discuss a potential suboptimal increase in their rank. This increase in rank will generically degrade the ability of a MIMO GMTI system to detect slowly moving targets. We first give a general theoretical analysis and then focus on simulated and experimental data for MIMO systems employing fast-time random, time-division multiple-access (TDMA), and Doppler-division multiple-access (DDMA) waveforms. We will show that for the TDMA/DDMA waveforms the clutter covariance matrix in a given Doppler bin is effectively rank 1 for both the simulated and experimental data.
Keywords :
Doppler radar; MIMO radar; clutter; covariance matrices; object detection; time division multiple access; Doppler-division multiple-access waveforms; GMTI MIMO radar; clutter covariance matrices; ground moving-target indicator; multiple-input multiple-output radar systems; slowly moving target detection; time-division multiple-access waveforms; Arrays; Clutter; Covariance matrix; Doppler effect; Eigenvalues and eigenfunctions; MIMO; Transmitters;
Conference_Titel :
Signals, Systems and Computers (ASILOMAR), 2010 Conference Record of the Forty Fourth Asilomar Conference on
Conference_Location :
Pacific Grove, CA
Print_ISBN :
978-1-4244-9722-5
DOI :
10.1109/ACSSC.2010.5757856