• DocumentCode
    160836
  • Title

    Human motion estimation using range-Doppler response

  • Author

    Fukushima, Shinya ; Yamada, Hiroyoshi ; Kobayashi, Hideo ; Yamaguchi, Yoshio

  • Author_Institution
    Grad. Sch. of Sci. & Technol., Niigata Univ., Niigata, Japan
  • fYear
    2014
  • fDate
    4-6 Aug. 2014
  • Firstpage
    205
  • Lastpage
    206
  • Abstract
    Sensing technology using radio wave has been attracting attention for various applications such as office/home security and surveillance. Classification of human motion has been extensively studied in these applications. They often utilize Doppler frequency characteristic occurred by human motion. In this paper, range-Doppler distributions by human motion are studied. We show range-Doppler signatures of six motions in this paper, and evaluate the difference of the motions by correlation. We demonstrated experimentally that the motion difference can be discriminated by the range-Doppler correlation and can be enhanced by the elimination filter of DC Doppler components.
  • Keywords
    Doppler effect; correlation methods; image sensors; motion compensation; motion estimation; video surveillance; DC Doppler components; Doppler frequency characteristic; home security; human motion estimation; office security; radio wave; range-Doppler correlation; range-Doppler distributions; range-Doppler response; range-Doppler signatures; sensing technology; Bandwidth; Correlation; Correlation coefficient; Doppler effect; Radar; Surveillance; Time-frequency analysis; Doppler; correlation; motion sensing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Electromagnetics (iWEM), 2014 IEEE International Workshop on
  • Conference_Location
    Sapporo
  • Type

    conf

  • DOI
    10.1109/iWEM.2014.6963708
  • Filename
    6963708