Effectiveness of gait cycle detection using unsupervised time series analysis

• Published in: Intelligent Informatics and Biomedical Sciences (ICIIBMS), International Conference on Vol. 7; pp. 318 - 319
• Main Authors: Komatsu, Akira, Iwami, Takehiro
• Format: Conference Proceeding
• Language: English
• Published: IEEE 24.11.2022
• Subjects: Biomedical measurement; change point detection; foot pressure sensor; Gait analysis; gait cycle; Legged locomotion; Phase measurement; Pressure measurement; Pressure sensors; Stairs; Time series analysis

In this study, we use a time series analysis method to detect the gait cycle from foot pressure sensor data attached to the heel and thenar and verify the usefulness of this method. After attaching thin foot pressure sensors to the heel and thenar of one healthy male subject, a gait measurement expe...