Deep Physiological Arousal Detection in a Driving Simulator Using Wearable Sensors

• Published in: IEEE ... International Conference on Data Mining workshops pp. 486 - 493
• Main Authors: Saeed, Aaqib, Trajanovski, Stojan, Van Keulen, Maurice, Van Erp, Jan
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.11.2017
• Subjects: Arousal Detection; Convolutional Neural Network; Deep Learning; Driving Simulator; Feature extraction; Heart rate; Physiology; Skin; Sleep; Stress; Wearable Sensors

Driving is an activity that requires considerable alertness. Insufficient attention, imperfect perception, inadequate information processing, and sub-optimal arousal are possible causes of poor human performance. Understanding of these causes and the implementation of effective remedies is of key im...