In the dynamic landscape of urban traffic, integrated pedestrian crossing signal lights have emerged as a linchpin in enhancing the seamless movement of both vehicles and pedestrians. In this article, we will explore in detail how these signal lights can significantly boost traffic smoothness from three essential perspectives: optimizing signal light settings, strengthening traffic management, [...]