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Natalia C. Fernandes

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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. · 0 citations

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