Environmental perception technology is a core supporting domain for achieving autonomous driving, and its advancement directly impacts the safety and reliability of such systems. In recent years, major countries around the world have engaged in fierce competition around perception technologies, leading to a technological development landscape focused on visual perception, multi-sensor fusion, 3D modeling, and real-time environmental analysis.