Traffic signal countdown timers (GSCTs) are devices installed at intersections to inform drivers and pedestrians of the remaining time until the signal changes. These timers aim to enhance road ...

Traffic signal control (TSC) is a critical aspect of urban transportation management, aimed at optimizing traffic flow and reducing congestion at intersections. With the increasing complexity of ...