Airfi: empowering wifi-based passive human gesture recognition to unseen environment via domain generalization
WiFi-based smart human sensing technology enabled by Channel State Information (CSI)
has received great attention in recent years. However, CSI-based sensing systems suffer …
has received great attention in recent years. However, CSI-based sensing systems suffer …
A fine-grained channel state information-based deep learning system for dynamic gesture recognition
G Tong, Y Li, H Zhang, N Xiong - Information Sciences, 2023 - Elsevier
Indoor gesture recognition technology is concerned with making the machine accurately
recognize dynamic gestures within a certain range. Remarkably, most of this technology is …
recognize dynamic gestures within a certain range. Remarkably, most of this technology is …
Using Federated Learning and Channel State Information-Based Sensing for Scalable and Realistic At-Home Healthcare
J Klein Brinke, M van der Linden… - European Interdisciplinary …, 2024 - dl.acm.org
This paper explores the use of federated learning in a realistic household employing
existing infrastructure to add new devices and locations by rotating the role of the transmitter …
existing infrastructure to add new devices and locations by rotating the role of the transmitter …