Learning gestures from WiFi: a Siamese recurrent convolutional architecture

• Main Authors: Yang, Jianfei, Zou, Han, Zhou, Yuxun, Xie, Lihua
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2022
• Subjects: Engineering::Electrical and electronic engineering; Channel State Information; Gesture Recognition
• Online Access: https://hdl.handle.net/10356/162593
• Institution: Nanyang Technological University

We propose a gesture recognition system that leverages existing WiFi infrastructures and learns gestures from Channel State Information (CSI) measurements. Having developed an innovative OpenWrt-based platform for commercial WiFi devices to extract CSI data, we propose a novel deep Siamese represent...