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@article{ART002317654},
author={Woo-Duk Seo and LEESUNGSIN and Won-Yong Shin and Sang-Il Choi},
title={Gait Type Classification Using Pressure Sensor of Smart Insole},
journal={Journal of The Korea Society of Computer and Information},
issn={1598-849X},
year={2018},
volume={23},
number={2},
pages={17-26},
doi={10.9708/jksci.2018.23.02.017}

TY - JOUR
AU - Woo-Duk Seo
AU - LEESUNGSIN
AU - Won-Yong Shin
AU - Sang-Il Choi
TI - Gait Type Classification Using Pressure Sensor of Smart Insole
JO - Journal of The Korea Society of Computer and Information
PY - 2018
VL - 23
IS - 2
PB - The Korean Society Of Computer And Information
SP - 17
EP - 26
SN - 1598-849X
AB - In this paper, we propose a gait type classification method based on pressure sensor which reflects various terrain and velocity variations. In order to obtain stable gait classification performance, we divide the whole gait data into several steps by detecting the swing phase, and normalize each step. Then, we extract robust features for both topographic variation and speed variation by using the Null-LDA(Null-Space Linear Discriminant Analysis) method. The experimental results show that the proposed method gives a good performance of gait type classification even though there is a change in the gait velocity and the terrain.
KW - Gait Type Classification;Smart Insole;Pressure Sensor;Discriminant Analysis;Classifier
DO - 10.9708/jksci.2018.23.02.017
ER -

Woo-Duk Seo, LEESUNGSIN, Won-Yong Shin and Sang-Il Choi. (2018). Gait Type Classification Using Pressure Sensor of Smart Insole. Journal of The Korea Society of Computer and Information, 23(2), 17-26.

Woo-Duk Seo, LEESUNGSIN, Won-Yong Shin and Sang-Il Choi. 2018, "Gait Type Classification Using Pressure Sensor of Smart Insole", Journal of The Korea Society of Computer and Information, vol.23, no.2 pp.17-26. Available from: doi:10.9708/jksci.2018.23.02.017

Woo-Duk Seo, LEESUNGSIN, Won-Yong Shin, Sang-Il Choi "Gait Type Classification Using Pressure Sensor of Smart Insole" Journal of The Korea Society of Computer and Information 23.2 pp.17-26 (2018) : 17.

Woo-Duk Seo, LEESUNGSIN, Won-Yong Shin, Sang-Il Choi. Gait Type Classification Using Pressure Sensor of Smart Insole. 2018; 23(2), 17-26. Available from: doi:10.9708/jksci.2018.23.02.017

Woo-Duk Seo, LEESUNGSIN, Won-Yong Shin and Sang-Il Choi. "Gait Type Classification Using Pressure Sensor of Smart Insole" Journal of The Korea Society of Computer and Information 23, no.2 (2018) : 17-26.doi: 10.9708/jksci.2018.23.02.017

Woo-Duk Seo; LEESUNGSIN; Won-Yong Shin; Sang-Il Choi. Gait Type Classification Using Pressure Sensor of Smart Insole. Journal of The Korea Society of Computer and Information, 23(2), 17-26. doi: 10.9708/jksci.2018.23.02.017

Woo-Duk Seo; LEESUNGSIN; Won-Yong Shin; Sang-Il Choi. Gait Type Classification Using Pressure Sensor of Smart Insole. Journal of The Korea Society of Computer and Information. 2018; 23(2) 17-26. doi: 10.9708/jksci.2018.23.02.017

Woo-Duk Seo, LEESUNGSIN, Won-Yong Shin, Sang-Il Choi. Gait Type Classification Using Pressure Sensor of Smart Insole. 2018; 23(2), 17-26. Available from: doi:10.9708/jksci.2018.23.02.017

Woo-Duk Seo, LEESUNGSIN, Won-Yong Shin and Sang-Il Choi. "Gait Type Classification Using Pressure Sensor of Smart Insole" Journal of The Korea Society of Computer and Information 23, no.2 (2018) : 17-26.doi: 10.9708/jksci.2018.23.02.017