cGAN-Based High Dimensional IMU Sensor Data Generation for Enhanced Human Activity Recognition in Therapeutic Activities

arXiv:2302.07998v2 Announce Type: replace
Abstract: Human activity recognition is a core technology for applications such as rehabilitation, health monitoring, and human-computer interactions. Wearable devices, especially IMU sensors, provide rich features of human movements at a reasonable cost, which can be leveraged in activity recognition. Developing a robust classifier for activity recognition has always been of interest to researchers. One major problem is that there is usually a deficit of training data, which makes developing deep classifiers difficult and sometimes impossible. …

abstract applications arxiv computer core cost cs.ai cs.lg data devices features health human interactions monitoring movements recognition sensor sensors technology type wearable wearable devices