DocumentCode :
1495204
Title :
Target Localization Accuracy Gain in MIMO Radar-Based Systems
Author :
Godrich, Hana ; Haimovich, Alexander M. ; Blum, Rick S.
Volume :
56
Issue :
6
fYear :
2010
fDate :
6/1/2010 12:00:00 AM
Firstpage :
2783
Lastpage :
2803
Abstract :
This paper presents an analysis of target localization accuracy, attainable by the use of multiple-input multiple-output (MIMO) radar systems, configured with multiple transmit and receive sensors, widely distributed over an area. The Cramer-Rao lower bound (CRLB) for target localization accuracy is developed for both coherent and noncoherent processing. Coherent processing requires a common phase reference for all transmit and receive sensors. The CRLB is shown to be inversely proportional to the signal effective bandwidth in the noncoherent case, but is approximately inversely proportional to the carrier frequency in the coherent case. We further prove that optimization over the sensors´ positions lowers the CRLB by a factor equal to the product of the number of transmitting and receiving sensors. The best linear unbiased estimator (BLUE) is derived for the MIMO target localization problem. The BLUE´s utility is in providing a closed-form localization estimate that facilitates the analysis of the relations between sensors locations, target location, and localization accuracy. Geometric dilution of precision (GDOP) contours are used to map the relative performance accuracy for a given layout of radars over a given geographic area.
Keywords :
MIMO radar; estimation theory; radar tracking; target tracking; BLUE; Cramer-Rao lower bound; GDOP contour; MIMO radar-based system; best linear unbiased estimator; geometric dilution of precision; multiple-input multiple-output radar; sensor location; target localization accuracy; Bandwidth; Direction of arrival estimation; Doppler radar; MIMO; Parameter estimation; Radar antennas; Radar detection; Receiving antennas; Sensor systems; Transmission line matrix methods; Adaptive array; Cramer–Rao bound; multiple-input multiple-output (MIMO) radar; spatial processing; target localization;
fLanguage :
English
Journal_Title :
Information Theory, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9448
Type :
jour
DOI :
10.1109/TIT.2010.2046246
Filename :
5466526
Link To Document :
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