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…