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A Simulation Framework for Fast Design Space Exploration of Unmanned Air System Traffic Management Policies [PDF]

International Conference on Networking and Services, 2019
The number of daily small Unmanned Aircraft Systems (sUAS) operations in uncontrolled low altitude airspace is expected to reach into the millions. UAS Traffic Management (UTM) is an emerging concept aiming at the safe and efficient management of such ...
Basti, Franco, Caicedo, Carlos, Gursoy, M. Cenk, Luo, Chen, Qiu, Qinru, Zhao, Jin, Zhao, Ziyi   +6 more
core   +2 more sources

Decentralized Air Traffic Management for Advanced Air Mobility [PDF]

International Conference on Networking and Services, 2021
Leading proposals for Advanced Air Mobility (AAM) recognize the need for strategic and tactical airspace deconfliction, where the need for coordination appears in different forms and nuances.
Í. R. D. Oliveira, E. P. Neto, T. Matsumoto, Huafeng Yu   +3 more
semanticscholar   +1 more source

Air Traffic Management as a Vital Part of Urban Air Mobility—A Review of DLR’s Research Work from 1995 to 2022

Aerospace, 2023
Urban air mobility is a rapidly growing field of research. While drones or unmanned aerial vehicles have been operated mainly in the private and military sector in the past, an increasing range of opportunities is opening up for commercial applications ...
B. Schuchardt, D. Geister, Thomas Lüken, F. Knabe, I. Metz, N. Peinecke, Karolin Schweiger   +6 more
semanticscholar   +1 more source

Deep Learning in Air Traffic Management (ATM): A Survey on Applications, Opportunities, and Open Challenges

Aerospace, 2023
Currently, the increasing number of daily flights emphasizes the importance of air transportation. Furthermore, Air Traffic Management (ATM) enables air carriers to operate safely and efficiently through the multiple services provided.
Euclides Carlos Pinto Neto, D. Baum, J. R. Almeida, J. Camargo, P. Cugnasca   +4 more
semanticscholar   +1 more source

Improved F-RRT∗ Algorithm for Flight-Path Optimization in Hazardous Weather

International Journal of Aerospace Engineering, 2022
Hazardous weather has become a major cause of flight delays in recent years. With the development of satellite navigation systems, the study of flight-path optimization under hazardous weather conditions has become especially important.
Xue Qiu, Yaohui Li, Rui Jin, Zhi Zhao, Jiajun Li, Donglin Lu, Linhui Ma   +6 more
doaj   +1 more source

A Survey on Artificial Intelligence (AI) and eXplainable AI in Air Traffic Management: Current Trends and Development with Future Research Trajectory

Applied Sciences, 2022
Air Traffic Management (ATM) will be more complex in the coming decades due to the growth and increased complexity of aviation and has to be improved in order to maintain aviation safety.
Augustin Degas, Mir Riyanul Islam, C. Hurter, Shaibal Barua, Hamidur Rahman, Minesh Poudel, D. Ruscio, M. U. Ahmed, Shahina Begum, Md Aquif Rahman, S. Bonelli, G. Cartocci, G. di Flumeri, G. Borghini, F. Babiloni, P. Aricó   +15 more
semanticscholar   +1 more source

Intelligent Management of Air Traffic Flow Based on Intelligent Motion Coordinate Data Model

Journal of Advanced Transportation, 2022
To adapt to the intelligent management of traffic flow in modern aviation, this study improves the algorithm according to the data exercise method and establishes the mathematical model and vector model of intelligent motion coordinates.
Junhao Liu, Qing Cheng, Yuanji Wang, Changqi Yang, Rui Zhou, Xinping Zhu, Di Yao, Junjie Zhou, Yaqian Du, Shanshan Yang   +9 more
doaj   +1 more source

Explanation of Machine-Learning Solutions in Air-Traffic Management

Aerospace, 2021
Advances in the trusted autonomy of air-traffic management (ATM) systems are currently being pursued to cope with the predicted growth in air-traffic densities in all classes of airspace.
Yibing Xie, Nichakorn Pongsakornsathien, A. Gardi, R. Sabatini   +3 more
semanticscholar   +1 more source

Research on automatic pilot repetition generation method based on deep reinforcement learning

Frontiers in Neurorobotics, 2023
Using computers to replace pilot seats in air traffic control (ATC) simulators is an effective way to improve controller training efficiency and reduce training costs.
Weijun Pan, Peiyuan Jiang, Yukun Li, Zhuang Wang, Junxiang Huang   +4 more
doaj   +1 more source

A Survey on Operation Concept, Advancements, and Challenging Issues of Urban Air Traffic Management

Frontiers in Future Transportation, 2021
The recent growth and adoption of unmanned aerial vehicles (UAVs) is due to their low development cost, high aerial mobility, advanced battery technology, rotors, gyroscopes, GPS, cameras, sensors, and wide range of applications.
Rakesh Shrestha, Inseon Oh, Shiho Kim
semanticscholar   +1 more source