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Interaction-aware motion prediction of surrounding vehicles

- Motion Prediction
- Deep-learning
- Graph Neural Network

Perception, Data-driven AD

2021

- Predict surrounding vehicles’ motion for safe autonomous driving
- Hybrid motion prediction using deep learning and optimization
- LSTM-based maneuver prediction + cubic spiral-based lateral motion + model predictive control-based longitudinal motion
- End-to-end graph neural network-based motion prediction

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Location

Room #505-506, Chung Mong-Koo Automotive Research Center,

222, Wangsimni-ro, Seongdong-gu, Seoul 04763, Republic of Korea

Contact

 02-2220-0449 

E   kichunjo@hanyang.ac.kr

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