DocumentCode :
2781590
Title :
Detection of complex point targets in a MIMO radar system with distributed assets and partially correlated signals
Author :
Fuhrmann, Daniel R. ; VanderLaan, John
Author_Institution :
Dept. of Electr. & Comput. Eng., Michigan Technol. Univ., Houghton, MI, USA
fYear :
2010
fDate :
10-14 May 2010
Firstpage :
1134
Lastpage :
1139
Abstract :
A complex point target is a mathematical model for a radar target that is not resolved in space, but exhibits varying complex reflectivity across different bistatic view angles. The complex reflectivity can be modeled as a complex stochastic process whose index set is the set of all bistatic view angles, and the parameters of this stochastic process follow from an analysis of a target model comprising a number of ideal point scatterers randomly located within some radius of the targets center of mass. Six different models are summarized here, with different assumed distributions on the locations of the point scatterers within the target. We develop data models for the received signals from such targets in a MIMO radar systems with distributed assets and partially correlated signals, and consider the resulting detection problem. The problem reduces to the familiar Gauss-Gauss detection problem with hypoexponential test statistic. A related problem of adapting the transmitted signals to the target model is discussed.
Keywords :
MIMO radar; object detection; radar signal processing; stochastic processes; Gauss-Gauss detection problem; MIMO radar system; complex point target detection; complex reflectivity; complex stochastic process; distributed assets; hypoexponential test statistic; partially correlated signals; resulting detection problem; Data models; MIMO; Mathematical model; Radar detection; Radar scattering; Reflectivity; Scattering parameters; Signal resolution; Spaceborne radar; Stochastic processes;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Radar Conference, 2010 IEEE
Conference_Location :
Washington, DC
ISSN :
1097-5659
Print_ISBN :
978-1-4244-5811-0
Type :
conf
DOI :
10.1109/RADAR.2010.5494449
Filename :
5494449
Link To Document :
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