IEEE

SCAGOT: Semi-Supervised Disentangling Context and Activity Features Without Target Data for ...

Abstract: Classic deep learning methods for human activity recognition (HAR) from wearable sensors struggle with cross-person and cross-position challenges due to nonidentical data distributions ...
IEEE

Human Activity Recognition Using Flexible Sensor and Tiny Convolutional Neural Network

Abstract: A tiny Convolutional Neural Network (CNN) for Human Activity Recognition (HAR), based on a single wearable flexible sensor applied to the knee joint, is presented; it is capable to ...