[PDF][PDF] Step Length Estimation Based on Arm Accelerations for Wearable Fall Prevention Systems

K Kitagawa, Y Taguchi, C Wada… - International Journal of …, 2020 - researchgate.net
Elderly people have experienced falling accidents due to progressive loss of visual, sensual,
and muscular functions. To prevent falls, gait monitoring, and gait parameter improvement …

A Study on Classifiers in a Gait Classification Method Using Arm Acceleration Data

K KITAGAWA, Y TAGUCHI, N TOYA - International Journal of …, 2017 - jstage.jst.go.jp
In previous studies, foot-ground clearance using arm accelerat machine learning to gait
classification. Th three gait patterns performed by normal step, high step, and long step we …

Automatic Gait Classification using Arm Acceleration based on Stature and Gait Speed

K Kitagawa, C Wada, N Toya - 2022 IEEE 4th Global …, 2022 - ieeexplore.ieee.org
Unsuitable foot clearance and step length lead falling accidents; thus, these gait parameters
should be monitored for fall prevention. According to previous study, users prefer wrist as a …

Fundamental Study of a Simple Walking Support System Using Smart Devices

N Toya, Y Sakamoto, Y Taguchi, K Kitagawa - World Congress on Medical …, 2019 - Springer
Accidents involving falling frequently occur and are a particularly serious problem for the
elderly. Therefore, prompting and training people to maintain a form of gait with appropriate …