WiGRUNT: WiFi-Enabled Gesture Recognition Using Dual-Attention Network

• Published in: IEEE transactions on human-machine systems Vol. 52; no. 4; pp. 736 - 746
• Main Authors: Gu, Yu, Zhang, Xiang, Wang, Yantong, Wang, Meng, Yan, Huan, Ji, Yusheng, Liu, Zhi, Li, Jianhua, Dong, Mianxiong
• Format: Journal Article
• Language: English
• Published: New York IEEE 01.08.2022; The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
• Subjects: Attention; channel state information (CSI); cross-domain; Face recognition; Gesture recognition; Image recognition; neural network; Receiving antennas; Remote sensing; Transmitting antennas; Wearable sensors; WiFi; Wireless fidelity

Gestures constitute an important form of nonverbal communication where bodily actions are used for delivering messages alone or in parallel with spoken words. Recently, there exists an emerging trend of WiFi sensing-enabled gesture recognition due to its inherent merits like remote sensing, non-line...