• DocumentCode
    529436
  • Title

    Frequency and amplitude estimation in microwave Doppler signal and its application to car driver´s foot motion estimation

  • Author

    Ikoma, Norikazu ; Nagayama, Ryosuke ; Kumamoto, Hiroshi ; Nishiyama, Nobuharu

  • Author_Institution
    Fac. of Eng., Kyushu Inst. of Technol., Fukuoka, Japan
  • fYear
    2010
  • fDate
    18-21 Aug. 2010
  • Firstpage
    1235
  • Lastpage
    1236
  • Abstract
    Aiming at car driver´s motion estimation, foot motion estimation while no pedal operations has been investigated. We use a sensor utilizing Doppler effect in a microwave to detect motion of foot. Sinusoidal wave obtained from the sensor, we estimate time-varying frequency and amplitude of the wave by state space modeling approach with particle filter for state estimation. Furthermore, we devised a novel model for estimating position and velocity of the foot by incorporating pedal signal. Several experiments with Linear sliding machine for obtaining fundamental property and foot pedal have been reported.
  • Keywords
    Doppler effect; automobiles; motion estimation; object detection; particle filtering (numerical methods); road safety; state-space methods; time-varying systems; traffic engineering computing; Doppler effect; amplitude estimation; car driver foot motion estimation; foot position estimation; foot velocity estimation; frequency estimation; linear sliding machine; microwave Doppler signal; particle filter; pedal operation; pedal signal; sinusoidal wave; state estimation; state space modeling; time-varying frequency; Doppler effect; Estimation; Foot; Frequency estimation; Mathematical model; Motion estimation; Noise; Doppler effect; microwave; motion estimation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    SICE Annual Conference 2010, Proceedings of
  • Conference_Location
    Taipei
  • Print_ISBN
    978-1-4244-7642-8
  • Type

    conf

  • Filename
    5602693