DocumentCode
81638
Title
Localization of Near-Field Sources in Spatially Colored Noise
Author
Guzey, Nurbanu ; Hao Xu ; Jagannathan, Sarangapani
Author_Institution
Dept. of Electr. Eng., Missouri Univ. of Sci. & Technol., Rolla, MO, USA
Volume
64
Issue
8
fYear
2015
fDate
Aug. 2015
Firstpage
2302
Lastpage
2311
Abstract
This paper presents near-field localization of unintended emitting radio-controlled (RC) sources in a colored noise environment using a uniform linear array antenna. Existing localization methods for RC devices perform satisfactorily under white noise, but they ignore multipath fading or correlation among the sources. Therefore, a suite of novel schemes, referred to as 2-D multiple signal classification (MUSIC)-smooth sparse arrays and 2-D MUSIC-whitened noise, is proposed to bring correlation together among the sources, multipath fading, and color noise effects during near-field location estimation. Experimental evaluation of the proposed methods and the original smooth 2-D MUSIC compares both schemes while demonstrating their effectiveness.
Keywords
correlation methods; estimation theory; linear antenna arrays; radio direction-finding; radio equipment; signal classification; white noise; 2D MUSIC; 2D multiple signal classification; RC source; correlation method; multipath fading; near-field source localization estimation; smooth sparse array; spatially colored noise environment; uniform linear array antenna; unintended emitting radio-controlled source; white noise; Antenna arrays; Arrays; Colored noise; Correlation; Covariance matrices; Estimation; Array signal processing; colored noise; direction of arrival (DOA); multiple signal classification (MUSIC); near-field localization; range estimation; spatial smoothing; spatial smoothing.;
fLanguage
English
Journal_Title
Instrumentation and Measurement, IEEE Transactions on
Publisher
ieee
ISSN
0018-9456
Type
jour
DOI
10.1109/TIM.2015.2390813
Filename
7050339
Link To Document