Deployment of Artificial Neural Networks for Vehicular Road Traffic Flow Prediction and Adaptive Signal Control in Metropolitan Road Networks
This study integrates ANN prediction with adaptive traffic signal optimization within a SUMO simulation framework for Nigerian urban traffic road networks, addressing the persistent challenge of urban congestion. Using synthetic and real traffic data from Jattu Junction in Auchi, Edo State, the framework was implemente...