Real-Time Driving Distraction Recognition Through a Wrist-Mounted Accelerometer.

The results of this pilot study indicate that the proposed driving distraction mitigation system that uses a wrist-worn IMU and ConvLSTM deep neural network classifier may have potential for improving transportation safety.