A hybrid CNN-LSTM model for aircraft 4D trajectory prediction

L Ma, S Tian - IEEE access, 2020 - ieeexplore.ieee.org
The 4D trajectory is a multi-dimensional time series with plentiful spatial-temporal features
and has a high degree of complexity and uncertainty. Aiming at these features of aircraft …

Predicting aircraft trajectories: A deep generative convolutional recurrent neural networks approach

Y Liu, M Hansen - arXiv preprint arXiv:1812.11670, 2018 - arxiv.org
Reliable 4D aircraft trajectory prediction, whether in a real-time setting or for analysis of
counterfactuals, is important to the efficiency of the aviation system. Toward this end, we first …

Commercial airline single-pilot operations: System design and pathways to certification

Y Lim, V Bassien-Capsa, S Ramasamy… - IEEE Aerospace and …, 2017 - ieeexplore.ieee.org
Global air transport demand is increasing steadily, with the global revenue passenger
kilometers (RPK) growing at an annual rate of 4%[1] and the number of passengers rising at …

Traffic flow modeling and feedback control for future low-altitude air city transport: An MFD-based approach

J Haddad, B Mirkin, K Assor - Transportation Research Part C: Emerging …, 2021 - Elsevier
The imminent penetration of low-altitude passenger and delivery aircraft into the urban
airspace will give rise to new urban air transport systems, which we call low-altitude air city …

Surrounding traffic complexity analysis for efficient and stable conflict resolution

M Radanovic, MAP Eroles, T Koca… - … research part C: emerging …, 2018 - Elsevier
The constant increase in air traffic demand increases a probability of the separation minima
infringements in certain areas as a consequence of increased traffic density. The Annual …

New adaptive algorithm development for monitoring aircraft performance and improving flight management system predictions

G Ghazi, B Gerardin, M Gelhaye… - Journal of Aerospace …, 2020 - arc.aiaa.org
To compute the most efficient route that the aircraft has to fly, the flight management system
(FMS) needs a mathematical representation of the aircraft performance. However, after …

A laser obstacle warning and avoidance system for unmanned aircraft sense-and-avoid

R Sabatini, A Gardi, S Ramasamy - Applied Mechanics and …, 2014 - Trans Tech Publ
This paper presents an overview of the research activities performed to develop a new
scaled variant of the Laser Obstacle Avoidance and Monitoring (LOAM) system for small-to …

Method for calculating aircraft flight trajectories in presence of winds

G Ghazi, RM Botez, C Bourrely… - Journal of Aerospace …, 2021 - arc.aiaa.org
This paper presents a practical method to compute the four-dimensional flight trajectories of
aircraft in the presence of winds. The proposed method consisted of numerically integrating …

Modern avionics and ATM systems for green operations

R Sabatini, A Gardi, S Ramasamy, T Kistan… - Green …, 2016 - books.google.com
Modern avionics and ATM systems for green operations Page 335 EAE1064 07/19/2016 14: 8:
16 Page 323 Chapter 27 Modern Avionics and ATM Systems for Green Operations Roberto …

Avionics-based GNSS integrity augmentation for unmanned aerial systems sense-and-avoid

R Sabatini, T Moore, C Hill - Proceedings of the 27th International Technical …, 2014 - ion.org
This paper investigates the synergies between a GNSS Avionics Based Integrity
Augmentation (ABIA) system and a novel Unmanned Aerial System (UAS) Sense-and-Avoid …