UAMDynCon-DT: A Data-driven Dynamics and Robust Control Framework for UAM Vehicle Digitalization using Deep Learning

Author:

Jang Minseok1,Hyun Jeongseok1,Kwag Taeho1,Gwak Chan1,Nguyen Tuan Anh2,Lee Jae-Woo2

Affiliation:

1. Konkuk University,Department of Aerospace Engineering,Seoul,South Korea

2. Konkuk Aerospace Design-Airworthiness Research Institute (KADA) Konkuk University,Seoul,South Korea

Funder

National Research Foundation of Korea

Ministry of Education

Publisher

IEEE

Reference9 articles.

1. Deep-Neural-Network-Based Modelling of Longitudinal-Lateral Dynamics to Predict the Vehicle States for Autonomous Driving

2. Neural dynamics for multicopter digital twin using deep learning;jang;2022 The Korean Society for Aeronautical and Space Sciences Fall Conference,2022

3. Set-Theoretic Methods in Control

4. Attitude stabilization of evtol in hovering mode using neural network based control with lyapunov theorem;jang;2022 The Korean Society for Aeronautical and Space Sciences Spring Conference,2022

5. Learning‐based robust neuro‐control: A method to compute control Lyapunov functions

Cited by 2 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Provably-stable neural network-based control of nonlinear systems;Engineering Applications of Artificial Intelligence;2024-12

2. PIGD-TL: Physics-Informed Generative Dynamics with Transfer Learning;2023 23rd International Conference on Control, Automation and Systems (ICCAS);2023-10-17

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