Gait Phase Detection Using Force Sensing Resistors
步态
人工智能
作者
Ji Su Park,Chang Min Lee,Sang-Mo Koo,Choong Hyun Kim
出处
期刊:IEEE Sensors Journal [Institute of Electrical and Electronics Engineers] 日期:2020-02-26卷期号:20 (12): 6516-6523被引量:9
标识
DOI:10.1109/jsen.2020.2975790
摘要
Traditional gait analysis systems based on 3D motion capture system require large, expensive equipment and specialists to operate the system, presenting time and space constraints. Although various studies have been conducted on developing wearable gait analysis devices, the results were discontinuous, there were limitations in dividing the gait phases, and appropriate responses to changes in physical conditions and walking speed were not demonstrated. To overcome these problems, the present study developed an insole device fitted with force sensing resistors for the measurement of the ground reaction force, and designed a gait analysis technique based on results from a gait experiment conducted on eight healthy male adults. This novel gait analysis algorithm examined the forward and lateral centers of the pressure values generated during gait, ratio of these two values for the division of the gait cycle into eight phases, and identification of the point when the weight support transition between the two feet occurred. The data acquisition system (DAS), comprising the developed insole device and wireless data transceiver, is expected to be applicable for activities of daily living because it can be manufactured as a small, lightweight wearable device, and the proposed gait analysis technique is unaffected by the walking speed and physical conditions of the wearer.