Abstract: We have previously proposed a formation analysis method using multi-layer graph convolutional neural networks with geometric formation features as input. In addition, this analysis method ...

Abstract: Predicting vehicle trajectories is crucial to ensuring automated vehicle operation efficiency and safety, particularly on congested multi-lane highways. In such dynamic environments, a ...