Vehicle trajectory prediction considering aleatoric uncertainty

Trajectory prediction is imperative in the operation of autonomous vehicles because it aids in understanding the surrounding environment through perception fusion of multiple sensors and high-accuracy localisation. Furthermore, the output of algorithms used for trajectory prediction is used in decision making and path planning. However, the accuracy of trajectory prediction is dependent on the perception system particularly when low-cost sensors are used or severe weather conditions are encountered. Data-dependent and task-dependent