Human activity recognition using magnetic induction-based motion signals and deep recurrent neural networks

Abstract

Designing reliable, scalable and energy efficient sensor-based activity recognition system remains a challenge. Here, the authors demonstrate low power wearable wireless network system based on magnetic induction which is integrated with deep recurrent neural networks for human activity recognition.