Human activity sensing using Wi-Fi channel impulse response

• Main Author: Du, Jiahui
• Other Authors: Law Choi Look
• Format: Thesis-Master by Coursework
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Computer and Information Science; Engineering; CSI; HAR; Deep Learning
• Online Access: https://hdl.handle.net/10356/175459
• Institution: Nanyang Technological University

This dissertation delves into the field of Human Activity Recognition(HAR), focusing on the intersection of deep learning and Wi-Fi technologies. Our main challenge is to implement HAR using Wi-Fi channel response, which is an evolving area where traditional HAR systems rely primarily on sensor-base...