A digital twin framework integrates camera and UWB data with edge-cloud computing and trajectory prediction to deliver real-time multi-pedestrian safety warnings at urban intersections, demonstrating high accuracy and faster user responses in field and VR tests.
Ai-powered cps-enabled vulnerable- user-aware urban transportation digital twin: Methods and applications
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Multi-Pedestrian Safety Warning at Urban Intersections Use Case of Digital Twin
A digital twin framework integrates camera and UWB data with edge-cloud computing and trajectory prediction to deliver real-time multi-pedestrian safety warnings at urban intersections, demonstrating high accuracy and faster user responses in field and VR tests.