Title :
Effects of Model Mismatch in MIMO Radar
Author_Institution :
Dept. of Electr. Eng., Univ. of California, Santa Cruz, CA, USA
fDate :
4/1/2012 12:00:00 AM
Abstract :
The current literature on MIMO radar commonly uses a signal model that assumes that the Doppler and delay parameters of the scatterers lie on a discrete grid. The Doppler and delay of actual scatterers take on arbitrary values causing a mismatch between this model and reality. Here, we develop a signal model that takes into account this mismatch and shows that it causes a distortion of the array manifold. This distortion, which is unique to MIMO radar, impacts the results of array processing functions such as beamforming, null steering, and direction finding. The degree of performance degradation caused by this is illustrated by numerical examples.
Keywords :
Doppler shift; MIMO radar; array signal processing; delays; distortion; radar signal processing; Doppler parameters; MIMO radar; array manifold distortion; array processing functions; beamforming; delay parameters; direction finding; discrete grid; model mismatch effect; null steering; signal model; Arrays; Delay; Doppler effect; Manifolds; Radar; Radar antennas; Vectors; Ambiguity function; Doppler; MIMO; array processing; delay; radar;
Journal_Title :
Signal Processing, IEEE Transactions on
DOI :
10.1109/TSP.2011.2179653