Open access
Aug 2026
A transformer-based framework for device-free human activity recognition using Wi-Fi CSI
This paper introduces a robust Transformer-based architecture designed to capture long-range temporal dependencies in wireless signals and validated using a comprehensive dataset from 86 volunteers, ensuring high generalization capabilities across diverse human motion patterns.
Allan Costa Nascimento dos Santos, Pamella Soares, Iandra Galdino et al.
· Annals of Telecommunications · 0 citations