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@article{ART002517078},
author={Yonghee Lee and Kang-Woo Lee},
title={Extraction of Motion Parameters using Acceleration Sensors},
journal={Journal of The Korea Society of Computer and Information},
issn={1598-849X},
year={2019},
volume={24},
number={10},
pages={33-39},
doi={10.9708/jksci.2019.24.10.033}

TY - JOUR
AU - Yonghee Lee
AU - Kang-Woo Lee
TI - Extraction of Motion Parameters using Acceleration Sensors
JO - Journal of The Korea Society of Computer and Information
PY - 2019
VL - 24
IS - 10
PB - The Korean Society Of Computer And Information
SP - 33
EP - 39
SN - 1598-849X
AB - In this paper, we propose a parametric model for analyzing the motion information obtained from the acceleration sensors to measure the activity of the human body. The motion of the upper body and the lower body does not occur at the same time, and the motion analysis method using a single motion sensor involves a lot of errors. In this study, the 3-axis accelerometer is attached to the arms and legs, the body's activity data are measured, the momentum of the arms and legs are calculated for each channel, and the linear predictive coefficient is obtained for each channel. The periodicity of the upper body and the lower body is determined by analyzing the correlation between the channels. The linear predictive coefficient and the periodic value are used as data to measure the type of exercise and the amount of exercise. In the proposed method, we measured four types of movements such as walking, stair climbing, slow hill climbing, and fast hill descending. In order to verify the usefulness of the parameters, the recognition results are presented using the linear predictive coefficient and the periodic value for each motion as the neural network input.
KW - Linear prediction;Correlation;Health information;Accelerometer;Motion parameter
DO - 10.9708/jksci.2019.24.10.033
ER -

Yonghee Lee and Kang-Woo Lee. (2019). Extraction of Motion Parameters using Acceleration Sensors. Journal of The Korea Society of Computer and Information, 24(10), 33-39.

Yonghee Lee and Kang-Woo Lee. 2019, "Extraction of Motion Parameters using Acceleration Sensors", Journal of The Korea Society of Computer and Information, vol.24, no.10 pp.33-39. Available from: doi:10.9708/jksci.2019.24.10.033

Yonghee Lee, Kang-Woo Lee "Extraction of Motion Parameters using Acceleration Sensors" Journal of The Korea Society of Computer and Information 24.10 pp.33-39 (2019) : 33.

Yonghee Lee, Kang-Woo Lee. Extraction of Motion Parameters using Acceleration Sensors. 2019; 24(10), 33-39. Available from: doi:10.9708/jksci.2019.24.10.033

Yonghee Lee and Kang-Woo Lee. "Extraction of Motion Parameters using Acceleration Sensors" Journal of The Korea Society of Computer and Information 24, no.10 (2019) : 33-39.doi: 10.9708/jksci.2019.24.10.033

Yonghee Lee; Kang-Woo Lee. Extraction of Motion Parameters using Acceleration Sensors. Journal of The Korea Society of Computer and Information, 24(10), 33-39. doi: 10.9708/jksci.2019.24.10.033

Yonghee Lee; Kang-Woo Lee. Extraction of Motion Parameters using Acceleration Sensors. Journal of The Korea Society of Computer and Information. 2019; 24(10) 33-39. doi: 10.9708/jksci.2019.24.10.033

Yonghee Lee, Kang-Woo Lee. Extraction of Motion Parameters using Acceleration Sensors. 2019; 24(10), 33-39. Available from: doi:10.9708/jksci.2019.24.10.033

Yonghee Lee and Kang-Woo Lee. "Extraction of Motion Parameters using Acceleration Sensors" Journal of The Korea Society of Computer and Information 24, no.10 (2019) : 33-39.doi: 10.9708/jksci.2019.24.10.033