An XGBoost approach to detect driver visual distraction based on vehicle dynamics

CONCLUSIONS: The research results indicate that the steering wheel angle and vehicle sideslip angle may be more conducive to identifying distractions. This XGBoost model could potentially be applied in advanced driving assistant systems (ADAS) to warn driver and reduce cellphone involved distracted driving.PMID:37272712 | DOI:10.1080/15389588.2023.2218513
Source: Traffic Injury Prevention - Category: Accident Prevention Authors: Source Type: research