Deep learning in WiFi CSI-based human activity recognition

• Main Author: Li, Shuai
• Other Authors: Alex Chichung Kot
• Format: Thesis-Master by Coursework
• Language: English
• Published: Nanyang Technological University 2022
• Subjects: Engineering::Electrical and electronic engineering::Wireless communication systems; Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• Online Access: https://hdl.handle.net/10356/155027
• Institution: Nanyang Technological University

As one of the most common signals in people’s daily life, WiFi signal is widely used in human activity recognition tasks in recent years. Unlike visionbased human action recognition methods, WiFi-based methods are able to recognize occluded human actions due to the penetration and reflection nature...