Traffic signal controllers, the unsung heroes of urban landscapes, are the intelligent brains behind every intersection, orchestrating the ebb and flow of vehicles and pedestrians. In an era of escalating urbanization and traffic congestion, these devices are evolving from simple timers to sophisticated, interconnected systems, forming the bedrock of intelligent transportation. This significant...