Traffic light poles are key road traffic control devices. They guide vehicles and pedestrians to pass in order. This ensures traffic order and safety. Moreover, to maximize their effectiveness, we must set traffic light durations reasonably. This key step directly affects traffic smoothness and safety. The two also complement each other closely. First of all, [...]