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
Link To Document