Road-side long-range sensors could provide road users in normal vehicles with warnings similar to those available in smart vehicles, according to a research project running in Germany. The concept involves solar-powered road-side units with a mix of radar, optical cameras and infra-red sensors, feeding neural networks and machine learning designed to differentiate between pedestrians, cars, ...

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