Nobuyuki Oishi, Philip Birch, Paula Lago, Daniel Roggen, “Physically plausible data augmentations in contrastive learning for wearable IMU-based activity recognition,” Knowledge-Based Systems, 348, 2026,
https://doi.org/10.1016/j.knosys.2026.116367.
Our new paper on physically plausible data augmentation for wearable
https://ieeexplore.ieee.org/document/11391511
N. Oishi, P. Birch, D. Roggen and P. Lago, “Physically Plausible Data Augmentations for Wearable IMU-based Human Activity Recognition Using Physics Simulation,” in IEEE Sensors Journal, doi: 10.1109/JSEN.2026.3661047.