IEEE

Intelligent Spatiotemporal Traffic Optimization Using Federated Model Based Reinforcement Learning for Smart Cities

Abstract: Traffic congestion remains a critical challenge in urban mobility, increasing travel time, fuel consumption, and environmental impact. Traditional static timing traffic signal systems lack ...
IEEE

Implementation of a Real-Time Analysis Simulation System for Traffic Signal Control Algorithms to Reduce Vehicle Exhaust Emissions and Improve Traffic Flow

Abstract: Traffic signal control (TSC) is a part of intelligent transportation systems to reduce traffic congestion and emissions. Recently, dynamic traffic signal control systems using artificial ...