Self-supervised Learning Method Using Transformer for Multi-dimensional Sensor Data Processing

Haruki Kai, Tsuyoshi Okita

We developed a deep learning algorithm for human activity recognition using sensor signals as input. In this study, we built a pretrained language model based on the Transformer ar…