Development of a human gesture dataset using 802.11ax WiFi CSI

• Main Author: Ma, Zhenduo
• Other Authors: Xie Lihua
• Format: Thesis-Master by Coursework
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Computer and Information Science; WiFi CSI; Deep learning; Embedded system
• Online Access: https://hdl.handle.net/10356/177796
• Institution: Nanyang Technological University

This study explores the capturing of WiFi Channel State Information (CSI) using the AX-CSI tool and constructs a unique dataset comprising hand-drawn numerical gestures. High-quality CSI data are captured from 802.11ax WiFi signals using this tool, and the gestures are accurately classified through...