Pattern recognition and characterization of upper limb neuromuscular dynamics during driver-vehicle interactions

• Main Authors: Xing, Yang, Lv, Chen, Zhao, Yifan, Liu, Yahui, Cao, Dongpu, Kawahara, Sadahiro
• Other Authors: School of Mechanical and Aerospace Engineering
• Format: Article
• Language: English
• Published: 2020
• Subjects: Engineering::Mechanical engineering; Pattern Recognition; Neuromuscular
• Online Access: https://hdl.handle.net/10356/145609
• Institution: Nanyang Technological University

In this work, pattern recognition and characterization of the neuromuscular dynamics of driver upper limb during naturalistic driving were studied. During the human-in-the-loop experiments, two steering tasks, namely, the passive and active steering tasks, were instructed to be completed by the subj...