Multimodal Wearable Based Automated Driver Inattention State Assessment Using Multi Devices and Novel Cross-Modal Attention Framework

• Published in: IEEE sensors letters pp. 1 - 4
• Main Authors: Pavan, Kaveti, Singh, Ankit, Pawar, Digvijay S., Ganapathy, Nagarajan
• Format: Journal Article
• Language: English
• Published: IEEE 2025
• Subjects: Accuracy; Biomedical monitoring; Cross squeeze-and-Excitation; driver inattention detection; Electrocardiography; Feature extraction; Frequency modulation; inattention monitoring; Monitoring; multimodal physiological signals; Vehicles; Wearable devices; wearable sensors; Wireless communication; Wireless sensor networks

Driver inattention detection remains a critical challenge in driver's well being, requiring robust systems that can distinguish stress-induced mental load during naturalistic driving. Current approaches face limitations in multiple wearable based data fusion and real-time biosignals assessment....