CSI-Based Cross-Domain Activity Recognition via Zero-Shot Prototypical Networks
G Diaz, I Sobron, I Eizmendi, I Landa… - arXiv preprint arXiv …, 2023 - arxiv.org
The cross-domain capability of wireless sensing is currently one of the major challenges on
human activity recognition (HAR) based on the channel state information (CSI) of wireless …
human activity recognition (HAR) based on the channel state information (CSI) of wireless …
Directional Antenna Systems for Long-Range Through-Wall Human Activity Recognition
J Strohmayer, M Kampel - arXiv preprint arXiv:2401.01388, 2024 - arxiv.org
WiFi Channel State Information (CSI)-based human activity recognition (HAR) enables
contactless, long-range sensing in spatially constrained environments while preserving …
contactless, long-range sensing in spatially constrained environments while preserving …
On Robustness of IEEE 802.11 WLAN-based Human Activity Recognition
Contact-less or Device-less Human Activity Recognition (HAR) using IEEE 802.11 Wireless
Local Area Network (WLAN) has garnered significant interest due to its ubiquitous coverage …
Local Area Network (WLAN) has garnered significant interest due to its ubiquitous coverage …
Data Augmentation Techniques for Cross-Domain WiFi CSI-Based Human Activity Recognition
J Strohmayer, M Kampel - IFIP International Conference on Artificial …, 2024 - Springer
The recognition of human activities using WiFi Channel State Information (CSI) facilitates
contactless, long-range, and visual privacy-preserving sensing in confined indoor …
contactless, long-range, and visual privacy-preserving sensing in confined indoor …