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Man-Hua Wang

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Book Open access Sep 2026

Using Physiological Signals to Diagnose Driver Situation Awareness Deficits for Takeover Support in Automated Driving

Takeover support requires identifying the situation awareness (SA) deficit affecting a driver’s response. A single SA measure cannot identify the deficit or support need. This study therefore defines support-relevant SA across two layers. The traffic-event layer identifies support timing and location through temporal (...

Wei-Hsiang Lo, Jin-Cheng Ye, Man-Hua Wang · 0 citations
Book Open access Sep 2026

Not All Situation Awareness Is the Same: Decoding Driver Awareness with Physiological Signals

Takeover warnings in conditionally automated vehicles are typically triggered when the automated driving system detects that it is approaching its operational limits. However, without evidence of what drivers have perceived, interpreted, and anticipated about traffic events, such warnings may not provide precise suppor...

Wei-Hsiang Lo, Jin-Cheng Ye, Man-Hua Wang · 0 citations
#explainable ai Book Open access Sep 2026

2nd Workshop on Exploring the Potential of XAI and HMI to Alleviate Ethical, Legal, and Social Conflicts in Automated Vehicles: Applying HCXAI to Discover User Explainability Needs

As automated vehicles (AVs) are increasingly deployed in real-world environments, users often do not understand what decisions their vehicles are making, or why. Explainable AI (XAI) offers a promising path toward transparency, yet most existing approaches remain algorithm-centric and inaccessible to end users. This wo...

Krishna Sahithi Karur, Andreas Riener, Philipp Wintersberger et al. · 0 citations

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