Short-Term Trajectory Prediction Based on Hyperparametric Optimisation and a Dual Attention Mechanism

Short-Term Trajectory Prediction Based on Hyperparametric Optimisation and a Dual Attention Mechanism

Highly accurate trajectory prediction models can achieve route optimisation and save airspace resources, which is a crucial technology and research focus for the new generation of intelligent air traffic control. Aiming at the problems of inadequate extraction of trajectory features and difficulty i...

Full description

Bibliographic Details
Main Authors: Weijie Ding, Jin Huang, Guanyu Shang, Xuexuan Wang, Baoqiang Li, Yunfei Li, Hourong Liu
Format: Article
Language:English
Published: MDPI AG 2022-08-01
Series:Aerospace
Subjects:
trajectory prediction
CNN-BiLSTM
attention mechanism
genetic algorithm
Online Access:https://www.mdpi.com/2226-4310/9/8/464

Internet

https://www.mdpi.com/2226-4310/9/8/464

Similar Items