Scalable C-ITS Urban Digital Twins: Architecture and Performance

How modern metropolitan centers orchestrate millions of concurrent data streams into coherent citywide traffic optimization.

Distributed Edge vs Central Cloud Processing

Edge RSUs handle safety-critical 10 Hz obstacle warnings locally, while 1 Hz aggregate telemetry streams to the central digital twin for global route balancing.

Case Study: Reducing Citywide Carbon Emissions

Municipal deployment across 1,200 signalized intersections eliminated 12,000 metric tons of CO2 annually by smoothing stop-and-go acceleration cycles.

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