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Adaptive Robust DOA Estimation for a 60-GHz Antenna-Array System.

Authors :
Moon-Sik Lee
Ji-Yong Park
Katkovnik, Vladimir
Itoh, Tatsuo
Yong-Hoon Kim
Source :
IEEE Transactions on Vehicular Technology. Sep2007 Part 2 of 2, Vol. 56 Issue 5, p3231-3237. 7p. 1 Diagram, 1 Chart, 1 Graph.
Publication Year :
2007

Abstract

Direction-of-arrival (DOA) estimation in a phased-array system is considered for a non-Gaussian noise environment. In this paper, a robust M-estimation scheme based on Huber's loss function with an adaptive threshold is proposed. The method is evaluated using experimental data from the University of California, Los Angeles, 60-GHz antenna-array system. It is shown that the proposed method enables a decreased sensitivity of the DOA estimates with respect to noise components having heavy-tailed distributions. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
00189545
Volume :
56
Issue :
5
Database :
Academic Search Index
Journal :
IEEE Transactions on Vehicular Technology
Publication Type :
Academic Journal
Accession number :
27726053
Full Text :
https://doi.org/10.1109/TVT.2007.900522