Title :
Cramer Rao bound on target localization estimation in MIMO radar systems
Author :
Godrich, Hana ; Haimovich, Alexander M. ; Blum, Rick S.
Author_Institution :
New Jersey Inst. of Technol., Newark, NJ
Abstract :
This paper presents an analysis of target localization accuracy, attainable by the use of MIMO (multiple-input multiple-output) radar systems, configured with multiple transmit and receive antennas, widely distributed over a given area. The Cramer-Rao lower bound (CRLB) for target localization is developed for coherent processing. It is shown that the localization estimation accuracy can be approximated as inversely proportional to the carrier frequency in the coherent case. Evaluation of the relation between sensors locations, target location, and localization accuracy is provided by a metric known as geometric dilution of precision (GDOP). GDOP contours map the relative performance accuracy for a given layout of radars over a given geographic area.
Keywords :
MIMO systems; antenna arrays; geometry; radar antennas; Cramer Rao bound; MIMO radar systems; carrier frequency; geometric dilution of precision; multiple receive antennas; multiple transmit antennas; multiple-input multiple-output radar systems; target localization estimation; target location; Bandwidth; Cramer-Rao bounds; Force measurement; Frequency estimation; MIMO; Radar antennas; Radar signal processing; Receiving antennas; Signal resolution; Spatial resolution; CRLB; MIMO radars; target localization;
Conference_Titel :
Information Sciences and Systems, 2008. CISS 2008. 42nd Annual Conference on
Conference_Location :
Princeton, NJ
Print_ISBN :
978-1-4244-2246-3
Electronic_ISBN :
978-1-4244-2247-0
DOI :
10.1109/CISS.2008.4558509