An autonomous vehicle path prediction method, suitable for an autonomous vehicle path prediction system disposed on an autonomous vehicle, wherein the autonomous vehicle path prediction system comprises a sensor and a processor, the sensor is used for sensing a plurality of vehicles driving on a road and generating corresponding sensing signals of the vehicles, wherein the vehicles comprise at least one surrounding vehicle, and the processor is used for performing the autonomous vehicle path prediction method, comprising:
- determining whether the vehicles further comprise an emergency vehicle according to a vehicle-to-everything (V2X) and the sensing signals of the vehicles;
- obtaining a current state of the at least one surrounding vehicle and a current state of the emergency vehicle, and performing an emergency path prediction corresponding to the emergency vehicle when the vehicles further comprise the emergency vehicle;
- generating an emergency autonomous driving decision according to the emergency path prediction, and providing autonomous vehicle path planning corresponding to the emergency autonomous driving decision;
- and
- controlling the autonomous vehicle to change a driving path and a driving mode on the road according to the autonomous vehicle path planning.