Road traffic accidents attributed to fatigue and drowsiness of drivers remain a major global safety concern, requiring the development of unobtrusive monitoring systems. This paper presents a comparative analysis of a novel contact-based sensing system designed to monitor driver mental workload using silver-based textile electrodes integrated into a steering wheel. Unlike traditional Ag/AgCl finger electrodes, which can interfere with the driving task, the proposed textile sensor offers an unobtrusive and long-term tolerable alternative. Experiments were conducted using a high-fidelity driving simulator with seven subjects to compare the textile system's performance against a reference unit (ProComp Infiniti). Due to motion artifacts inherent in manual steering, frequency-domain analysis of Skin Conductance (SC) signals was employed. Results demonstrate that the prototype textile-based system provides Power Spectral Density (PSD) distributions nearly identical to the reference system. Specifically, the 0.25 Hz to 0.4 Hz sub-band was identified as a stable and sensitive band for identifying stress induced by driving. These findings, though preliminary, confirm the viability of silver-based textile electrodes for real-world automotive driver monitoring applications.

Driver's Mental Workload Monitoring by Unobtrusive Textile Electrodes on the Wheel / Bomprezzi, L., Bruschi, V., Cecchi, S., Ciattaglia, G., Spinsante, S., Terenzi, A.. - (2026), pp. 102-107. (6th IEEE International Workshop on Metrology for Automotive, IEEE MetroAutomotive 2026 San Faustino complex, ita 2026) [10.1109/MetroAutomotive69354.2026.11644659].

Driver's Mental Workload Monitoring by Unobtrusive Textile Electrodes on the Wheel

Bruschi V.;Cecchi S.;Ciattaglia G.;Spinsante S.;Terenzi A.
2026-01-01

Abstract

Road traffic accidents attributed to fatigue and drowsiness of drivers remain a major global safety concern, requiring the development of unobtrusive monitoring systems. This paper presents a comparative analysis of a novel contact-based sensing system designed to monitor driver mental workload using silver-based textile electrodes integrated into a steering wheel. Unlike traditional Ag/AgCl finger electrodes, which can interfere with the driving task, the proposed textile sensor offers an unobtrusive and long-term tolerable alternative. Experiments were conducted using a high-fidelity driving simulator with seven subjects to compare the textile system's performance against a reference unit (ProComp Infiniti). Due to motion artifacts inherent in manual steering, frequency-domain analysis of Skin Conductance (SC) signals was employed. Results demonstrate that the prototype textile-based system provides Power Spectral Density (PSD) distributions nearly identical to the reference system. Specifically, the 0.25 Hz to 0.4 Hz sub-band was identified as a stable and sensitive band for identifying stress induced by driving. These findings, though preliminary, confirm the viability of silver-based textile electrodes for real-world automotive driver monitoring applications.
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11566/365693
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