Author

Parma Hadi Rantelinggi

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Open access 2026

Low-Data Cross-Environment Transfer Learning for Wi-Fi CSI-Based Human Activity Recognition: An Inductive Bias Perspective

A cross-environment transfer learning framework for CSI-based HAR that integrates CSI preprocessing, adaptive amplitude-phase fusion via TinyGate, an R(2+1)D backbone, and two temporal modeling strategies, namely Bidirectional Long Short-Term Memory (Bi-LSTM) and Transformer is proposed.

Parma Hadi Rantelinggi, Mondher Bouazizi, Tomoaki Ohtsuki · IEEE Access · 0 citations