WiFi-Based Robust Human and Non-human Motion Recognition With Deep Learning

• Published in: IEEE International Conference on Pervasive Computing and Communications workshops (Online) pp. 769 - 774
• Main Authors: Zhu, Guozhen, Wang, Beibei, Gao, Weihang, Hu, Yuqian, Wu, Chenshu, Ray Liu, K. J.
• Format: Conference Proceeding
• Language: English
• Published: IEEE 11.03.2024
• Subjects: Artificial neural networks; Conferences; Deep learning; Human and non-human recognition; Interference; Pervasive computing; Pet recognition; Robustness; Sensors; WiFi sensing

As WiFi becomes increasingly pervasive in communications, its role in sensing applications is likewise expanding. However, current WiFi-based sensing technologies often operate under the limit assumption that all detected motion originates from human activities, there by neglecting influences from n...