J Yu, M Zhou, X Wang, G Pu, C Cheng… - … International Journal of …, 2021 - mdpi.com
… [33], text summarization [34], and trajectoryprediction [35]. For efficiently solving the high-… dynamically paying attention to surrounding vehicles’ motion, we also apply the attention …
B Dong, H Liu, Y Bai, J Lin, Z Xu, X Xu… - arXiv preprint arXiv …, 2021 - arxiv.org
… Inspired by people’s natural habit of navigating traffic with attention to their … dynamic graph attentionnetwork to solve all those challenges. The network is designed to model the dynamic …
Y Liang, Z Zhao - IEEE Transactions on Intelligent …, 2021 - ieeexplore.ieee.org
… attention mechanism to model dynamic spatial dependencies of trajectory data in road networks, and a temporal attention … Compared with RNNs and CNNs, selfattentionnetworks are …
J An, W Liu, Q Liu, L Guo, P Ren, T Li - Neural Networks, 2022 - Elsevier
… This paper investigates vehicletrajectoryprediction problems in real traffic scenarios by … between multiple vehicles. The existing GCN-based trajectorypredictions are often considered …
… We follow [23] and, in order to take into account the social effect of the surrounding vehicles on the prediction target based on relative dynamics, we include additional information (…
Y Cai, Z Wang, H Wang, L Chen, Y Li… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
… a novel trajectoryprediction model and a modeling method of vehicle interaction in dynamic … In this paper, a new neural network model for trajectoryprediction is proposed. In terms of …
J Wang, K Liu, H Li - Computer Networks, 2024 - Elsevier
… [41] proposed a novel heterogeneous edge-enhanced graph network to predictvehicle trajectories, which extracted dynamicvehicles information from historical states to generate the …
L Lin, W Li, H Bi, L Qin - IEEE Intelligent Transportation Systems …, 2021 - ieeexplore.ieee.org
… [21] propose a deep stochastic inverse optimal control RNN encoder–decoder framework to predict the trajectories of interacting road users in dynamic scenes. Kim et al. [22] propose …
X Chen, H Zhang, F Zhao, Y Cai… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
… -temporal dynamicattentionnetwork for vehicletrajectoryprediction … LSTM and attention mechanism are utilized … prediction and single-modal prediction models proposed in this study. …