Development of a human gesture dataset using 802.11ax WiFi CSI

• المؤلف الرئيسي: Ma, Zhenduo
• مؤلفون آخرون: Xie Lihua
• التنسيق: Thesis-Master by Coursework
• اللغة: English
• منشور في: Nanyang Technological University 2024
• الموضوعات: Computer and Information Science; WiFi CSI; Deep learning; Embedded system
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/177796

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...