DocumentCode :
2269331
Title :
Maximum likelihood time delay estimation and Cramér-Rao bounds for multipath exploitation
Author :
Hayvaci, Harun Taha ; Setlur, Pawan ; Devroye, Natasha ; Erricolo, Danilo
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Illinois at Chicago, Chicago, IL, USA
fYear :
2012
fDate :
7-11 May 2012
Abstract :
In this paper, time delay estimation using the maximum likelihood principle is addressed for the multipath exploitation problem, and the corresponding Cramér-Rao bounds are derived. A single wideband radar, and a target in a known reflecting geometry are assumed. If the multipath is indeed detectable and resolvable, it is shown here that multipath exploitation, firstly, permits estimating the angle of arrival (AoA) of the target with a single sensor, and secondly, improves estimation accuracy of the direct path time delay. Both these are possible because the multipath´s time delay is a deterministic function of the time delay of the direct path as well as its AoA, as is demonstrated here. The multipath caused from reflections from surfaces yields virtual radar sensors observing the target from different aspects, thereby allowing AoA estimation.
Keywords :
maximum likelihood estimation; radar; Cramer-Rao bounds; angle of arrival; deterministic function; direct path time delay; maximum likelihood principle; maximum likelihood time delay estimation; multipath exploitation problem; multipath time delay; reflecting geometry; virtual radar sensors; wideband radar; Bandwidth; Delay effects; Geometry; Maximum likelihood detection; Maximum likelihood estimation; Radar;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Radar Conference (RADAR), 2012 IEEE
Conference_Location :
Atlanta, GA
ISSN :
1097-5659
Print_ISBN :
978-1-4673-0656-0
Type :
conf
DOI :
10.1109/RADAR.2012.6212240
Filename :
6212240
Link To Document :
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