Machine learning and real-time prediction of human motion for intelligent human-machine interfaces

• Main Author: Chen, Yongming
• Other Authors: Lin Zhiping
• Format: Thesis-Master by Coursework
• Language: English
• Published: Nanyang Technological University 2021
• Subjects: Engineering::Electrical and electronic engineering::Electronic systems::Signal processing
• Online Access: https://hdl.handle.net/10356/154403
• Institution: Nanyang Technological University

With the rapid development of human-computer interaction, researchers are extending beyond physical-motion means by detecting as early as possible neurophysiological signatures of motion intentions to detect human movement and predict human movement intention. The use of electromyogram (EMG) for hum...