Title :
Wireless portable sensor for real-time data collection in human walking motion
Author_Institution :
Dept. of Electr. Eng., Kochi Nat. Coll. of Technol., Kochi, Japan
Abstract :
In this study, we propose a real-time data collection technique for the detection of human walking motion from the charge generated on the human body. This technique is based on the detection of a sub-picoampere electrostatic induction current, generated by the motion, flowing through the electrode of a wireless portable sensor attached to the subject. An FFT analysis of the waveforms of the electrostatic induction currents generated by the walking motions showed that the currents generated under normal and restricted walking conditions were different. Moreover, we carried out a cepstrum analysis to detect any differences in the walking style. Results suggest that a slight difference in motion, either due to the individual´s gait or a splinted leg, is directly reflected in the electrostatic induction current generated by the walking motion. The proposed wireless portable sensor enables the detection of even subtle differences in walking motion.
Keywords :
Fourier analysis; cepstral analysis; data acquisition; electrostatics; fast Fourier transforms; gait analysis; motion estimation; portable instruments; FFT analysis; cepstrum analysis; electrostatic induction current detection; gait analysis; human body; human walking motion detection; real-time data collection; waveforms analysis; wireless portable sensor; Current measurement; Electrodes; Electrostatic induction; Floors; Foot; Humans; Legged locomotion; Current measurement; Electrostatic induction; Human walking motion; Motion measurement;
Conference_Titel :
SICE Annual Conference (SICE), 2011 Proceedings of
Conference_Location :
Tokyo
Print_ISBN :
978-1-4577-0714-8