Learning probabilistic trajectory models of aircraft in terminal airspace from position data

ST Barratt, MJ Kochenderfer… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Models for predicting aircraft motion are an important component of modern aeronautical
systems. These models help aircraft plan collision avoidance maneuvers and help conduct …

基于密度峰值的终端区航迹聚类与异常识别

刘继新, 董欣放, 徐晨, 杨光, 江灏 - 交通运输工程学报, 2021 - transport.chd.edu.cn
为有效解决高流量终端区内标准飞行模式, 非标准飞行模式和异常飞行模式难以自动分离的问题
, 采用广泛记录的广播式自动相关监视(ADS-B) 数据, 构建了基于稳健深度自编码器(RDAE) …

Data-based modeling and optimization of en route traffic

A Marzuoli, M Gariel, A Vela, E Feron - Journal of Guidance, Control …, 2014 - arc.aiaa.org
Air traffic management aims at ensuring safe and efficient movement of aircraft in the
airspace. With the predicted growth of air transportation, providing traffic flow managers with …

Aircraft trajectory clustering in terminal area and anomaly recognition based on density peak

LIU Ji-xin, D Xin-fang, XU Chen, Y Guang… - 交通运输工程 …, 2021 - transport.chd.edu.cn
To effectively solve the problem that it is difficult to automatically separate the standard flight,
non-standard flight and anomalous flight patterns in high-traffic terminal areas, an aircraft …

Challenges in aerospace decision and control: Air transportation systems

H Balakrishnan, JP Clarke, EM Feron… - Advances in control …, 2016 - Springer
Abstract The Next Generation Air Transportation System (NextGen) presents many important
challenges that require the development and use of Cyber-Physical System (CPS) …

[PDF][PDF] Netcentric Information Orchestration

N Bharosa - Assuring information and system, 2011 - researchgate.net
I read the above stated definition of what a PhD is during my holidays, just two months
before my defense. This definition intrigued me because it specifies the roles that come with …

Airspace analysis and design by data aggregation and lean model synthesis

VM Popescu - 2013 - repository.gatech.edu
Air traffic demand is growing. New methods of airspace design are required that can enable
new designs, do not depend on current operations, and can also support quantifiable …

[PDF][PDF] En-route Air Traffic Optimization Under Nominal and Perturbed Conditions, on a 3D Data-based Network Flow Model

AC Marzuoli - 2012 - academia.edu
In the coming decades, air traffic demand is expected to increase significantly. The present
airspace capacity limits, ie the maximum number of aircraft allowed in a given airspace, are …