Classification of Gait Type Based on Deep Learning Using Various Sensors with Smart Insole

In this paper, we proposed a gait type classification method based on deep learning using a smart insole with various sensor arrays. We measured gait data using a pressure sensor array, an acceleration sensor array, and a gyro sensor array built into a smart insole. Features of gait pattern were the...

Full description

Bibliographic Details
Main Authors: Sung-Sin Lee, Sang Tae Choi, Sang-Il Choi
Format: Article
Language:English
Published: MDPI AG 2019-04-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/19/8/1757