• 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