Built on multi-sensor fusion technology, the Train Driving Safety Assistance System addresses conditions that trains may encounter during normal operation, such as poor ambient lighting, severe weather, and obstacle intrusion. Highly scalable, the system can be custom-designed for different vehicle types, providing all-around safe-operation assurance for rail transit trains of every system type.