The solution aims to enhance aircraft safety during ground movements by using a surveillance system to detect non-cooperative objects and alert pilots and air traffic controllers about potential hazards like vehicle intrusions, wildlife, or debris. It combines various sensors (cameras, lidars, and low-cost radars) and advanced AI algorithms to identify and track objects. Data fusion techniques improve reliability and compensate for sensor limitations, while onboard sensors provide a detailed aircraft perspective. The system can detect small objects overlooked by centralized airport radars, is scalable for different airports.