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Analysis of air traffic control operational impact on aircraft vertical profiles supported by machine learning
Abstract The Air Traffic Management system is under a paradigm shift led by NextGen and
SESAR. The new trajectory-based Concept of Operations is supported by performance …
SESAR. The new trajectory-based Concept of Operations is supported by performance …
Learning probabilistic trajectory models of aircraft in terminal airspace from position data
Models for predicting aircraft motion are an important component of modern aeronautical
systems. These models help aircraft plan collision avoidance maneuvers and help conduct …
systems. These models help aircraft plan collision avoidance maneuvers and help conduct …
Flight trajectory data analytics for characterization of air traffic flows: A comparative analysis of terminal area operations between New York, Hong Kong and Sao Paulo
Abstract Future Air Traffic Management systems can benefit from innovative approaches that
leverage the increasing availability of operational data to facilitate the development of new …
leverage the increasing availability of operational data to facilitate the development of new …
Identification and prediction of urban airspace availability for emerging air mobility operations
MCR Murça - Transportation Research Part C: Emerging …, 2021 - Elsevier
Abstract Emerging Urban Air Mobility (UAM) operations are expected to introduce novel air
traffic networks in metropolitan areas in order to provide on-demand air transportation …
traffic networks in metropolitan areas in order to provide on-demand air transportation …
Study on evolution characteristics of air traffic situation complexity based on complex network theory
H Wang, Z Song, R Wen, Y Zhao - Aerospace science and technology, 2016 - Elsevier
This study proposed a new method to describe air traffic situations based on the theory of
complex networks and elaborate its evolutionary laws, expecting to reveal the basic …
complex networks and elaborate its evolutionary laws, expecting to reveal the basic …
From free-route air traffic to an adapted dynamic main-flow system
I Gerdes, A Temme, M Schultz - Transportation Research Part C: Emerging …, 2020 - Elsevier
At present, en-route flight traffic is carried out on a system of predefined routes with a low
number of intersections between aircraft trajectories. This enables the air traffic controllers to …
number of intersections between aircraft trajectories. This enables the air traffic controllers to …
Reviewing the DATAS of aviation research data: Diversity, availability, tractability, applicability, and sources
The field of aviation research is entering the era of big data. While data-driven
advancements in aviation have clearly brought about applicable models and results with …
advancements in aviation have clearly brought about applicable models and results with …
Discussion on density-based clustering methods applied for automated identification of airspace flows
Air Traffic Management systems generate a huge amount of track data daily. Flight
trajectories can be clustered to extract main air traffic flows by means of unsupervised …
trajectories can be clustered to extract main air traffic flows by means of unsupervised …
Characterizing the Brazilian airspace structure and air traffic performance via trajectory data analytics
This paper presents a data-driven approach for multi-scale characterization of the Brazilian
airspace structure and air traffic operational performance from aircraft tracking data recorded …
airspace structure and air traffic operational performance from aircraft tracking data recorded …
Conflict-free trajectory planning based on a data-driven conflict-resolution model
E Calvo-Fernández, L Perez-Sanz… - Journal of Guidance …, 2017 - arc.aiaa.org
In a trajectory-based operations' environment, at some time during the planning phase,
shared business trajectories will become reference business trajectories, and not …
shared business trajectories will become reference business trajectories, and not …