• DocumentCode
    714913
  • Title

    Extraction and analysis of micro-Doppler signatures by the Empirical Mode Decomposition

  • Author

    Brewster, Amy ; Balleri, Alessio

  • Author_Institution
    Centre for Electron. Warfare, Cranfield Univ., Shrivenham, UK
  • fYear
    2015
  • fDate
    10-15 May 2015
  • Abstract
    A set of experimental trials was conducted with a 10 GHz continuous wave radar to collect micro-Doppler signatures of a large single, double and triple bladed rotating fin and a sized miniature helicopter. We analysed the target micro-Doppler signatures and decomposed them using the Empirical Mode Decomposition (EMD) method in order to extract a series of Intrinsic Mode Functions (IMFs) which admit only an instantaneous frequency. The aim of this paper is to investigate what information is available in the target IMFs to help identify key features that can be used for improving target classification and identification. The experimental testing was complimented with a set of simulations to assist in the understanding of the results.
  • Keywords
    CW radar; Doppler radar; radar tracking; EMD method; IMF; continuous wave radar; empirical mode decomposition; intrinsic mode functions; micro-Doppler signatures; sized miniature helicopter; target classification; target identification; target micro-Doppler signatures; Blades; Doppler radar; Helicopters; Noise; Radar imaging; Sonar navigation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Radar Conference (RadarCon), 2015 IEEE
  • Conference_Location
    Arlington, VA
  • Print_ISBN
    978-1-4799-8231-8
  • Type

    conf

  • DOI
    10.1109/RADAR.2015.7131131
  • Filename
    7131131