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Singapore has implemented several key projects to enhance traffic management, including the CRUISE trial for smart traffic light control, a Digital Twin Framework for adaptive decision-making, and AI-based traffic density estimation. These initiatives have led to smoother traffic flow, improved incident response times, and better data for decision-making. However, challenges such as data availability, environmental variability, and privacy concerns remain significant hurdles to overcome.

Author

ayeshaabbasii2005

Language

EN