Aircraft trajectory prediction and synchronization for air traffic management applications
S Mondoloni, N Rozen - Progress in aerospace sciences, 2020 - Elsevier
Commercial aircraft operating today are faced with an air traffic management (ATM) system
operating with methods that have been developed for a paper-and voice-based system …
operating with methods that have been developed for a paper-and voice-based system …
Multi-aircraft trajectory collaborative prediction based on social long short-term memory network
Aircraft trajectory prediction is the basis of approach and departure sequencing, conflict
detection and resolution and other air traffic management technologies. Accurate trajectory …
detection and resolution and other air traffic management technologies. Accurate trajectory …
航空器轨迹预测技术研究综述.
徐正凤， 曾维理， 羊钊 - Journal of Computer Engineering & …, 2021 - search.ebscohost.com
航空器轨迹预测是流量管理, 冲突检测和解脱, 航空器进场排序以及异常行为监测等空中交通
管理技术的基础. 关于航空器轨迹预测的研究产生了许多经典的方法和应用领域 …
管理技术的基础. 关于航空器轨迹预测的研究产生了许多经典的方法和应用领域 …
Short-term 4d trajectory prediction using machine learning methods
Z Wang, M Liang, D Delahaye - SID 2017, 7th SESAR Innovation …, 2017 - enac.hal.science
4D trajectory prediction is the core element of future air transportation system, which is
intended to improve the operational ability and the predictability of air traffic. In this paper …
intended to improve the operational ability and the predictability of air traffic. In this paper …
Trajectory prediction for vectored area navigation arrivals
To maximize the capacity of airports by optimally allocating available resources such as
runways, the arrival times of individual aircraft need to be computed. However, accurately …
runways, the arrival times of individual aircraft need to be computed. However, accurately …
An algorithm for trajectory prediction of flight plan based on relative motion between positions
Y Lin, J Zhang, H Liu - Frontiers of Information Technology & Electronic …, 2018 - Springer
Traditional methods for plan path prediction have low accuracy and stability. In this paper,
we propose a novel approach for plan path prediction based on relative motion between …
we propose a novel approach for plan path prediction based on relative motion between …
Aircraft trajectory prediction with enriched intent using encoder-decoder architecture
Aircraft trajectory prediction is a challenging problem in air traffic control, especially for
conflict detection. Traditional trajectory predictors require a variety of inputs such as flight …
conflict detection. Traditional trajectory predictors require a variety of inputs such as flight …
[PDF][PDF] DART: A machine-learning approach to trajectory prediction and demand-capacity balancing
The current Air Traffic Management (ATM) system worldwide is managing a high (and
growing) amount of demand that sometimes leads to demand-capacity balancing (DCB) …
growing) amount of demand that sometimes leads to demand-capacity balancing (DCB) …
Calculation of aircraft fuel consumption and CO2 emissions based on path profile estimation by clustering and registration
I Pagoni, V Psaraki-Kalouptsidi - Transportation Research Part D: Transport …, 2017 - Elsevier
In this paper, typical flight paths, fuel burn and carbon dioxide (CO 2) emissions are
computed using a rich data set and two estimation approaches:(i) a clustering and landmark …
computed using a rich data set and two estimation approaches:(i) a clustering and landmark …
Automated data-driven prediction on aircraft Estimated Time of Arrival
Z Wang, M Liang, D Delahaye - Journal of Air Transport Management, 2020 - Elsevier
Abstract 4D trajectory prediction is the core element of the future air transportation system. It
aims to improve the operational ability and the predictability of air traffic. In this paper, a …
aims to improve the operational ability and the predictability of air traffic. In this paper, a …