most citedEmbedded Inter-Subject Variability in Adversarial Learning for Inertial Sensor-Based Human Activity Recognition

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eess.SP2024

Deep Adversarial Learning with Activity-Based User Discrimination Task for Human Activity Recognition

Francisco M. Calatrava-Nicolás, Shoko Miyauchi, Oscar Martinez Mozos

We present a new adversarial deep learning framework for the problem of human activity recognition (HAR) using inertial sensors worn by people. Our framework incorporates a novel a…