Human activity sensing using Wi-Fi channel impulse response

• 主要作者: Du, Jiahui
• 其他作者: Law Choi Look
• 格式: Thesis-Master by Coursework
• 語言: English
• 出版: Nanyang Technological University 2024
• 主題: Computer and Information Science; Engineering; CSI; HAR; Deep Learning
• 在線閱讀: https://hdl.handle.net/10356/175459
• 機構: 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...