Physically Plausible Data Augmentations for Wearable IMU-based Human Activity Recognition Using Physics Simulation

Nobuyuki Oishi, Philip Birch, Daniel Roggen +1

The scarcity of high-quality labeled data in sensor-based Human Activity Recognition (HAR) hinders model performance and limits generalization across real-world scenarios. Data aug…