The Evolution of the Traffic Congestion Prediction and AI Application

Blockchain-Enabled Online Traffic Congestion Duration Prediction in Cognitive Internet of Vehicles

“…On the other hand, the accuracy and reliability of cognitive data before packaging into the block is critical to the performance of online traffic perception and prediction. Current popular approaches estimate and forecast road congestion based on long-cycle regularities of historical data [19], [20]. The authors in [21] propose a convolutional neural network (CNN) based supervised congestion prediction method on a statistical analysis framework.…”