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 …

[PDF][PDF] LIDAR obstacle warning and avoidance system for unmanned aircraft

R Sabatini, A Gardi, MA Richardson - International Journal of …, 2014 - researchgate.net
The availability of powerful eye-safe laser sources and the recent advancements in electro-
optical and mechanical beamsteering components have allowed laser-based Light …

Hybrid N-Inception-LSTM-Based Aircraft Coordinate Prediction Method for Secure Air Traffic

Y Chen, J Sun, Y Lin, G Gui… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
With the rapid growth of the number of flights, the traditional radar system has been unable
to meet the needs of flight supervision. At the same time, it also puts forward higher …

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 …

Next generation flight management system for real-time trajectory based operations

S Ramasamy, R Sabatini, A Gardi… - Applied Mechanics and …, 2014 - Trans Tech Publ
This paper presents the concept of operations, architecture and trajectory optimisation
algorithms of a Next Generation Flight Management System (NG-FMS). The NG-FMS is …

4-Dimensional Trajectory negotiation and validation system for the next generation air traffic management

AG Gardi, K de Ridder, R Sabatini… - … , navigation, and control …, 2013 - arc.aiaa.org
As part of the ENDEAVOUR project (Evolutionary Network-Centric Technologies for Four
Dimensional Trajectory (4DT) Based Operations in Europe: ATM and Avionics Systems for …

Real-time trajectory optimisation models for next generation air traffic management systems

A Gardi, R Sabatini, S Ramasamy… - Applied Mechanics and …, 2014 - Trans Tech Publ
This paper presents models and algorithms for real-time 4-Dimensional Flight Trajectory
(4DT) operations in the next generation Communications, Navigation, Surveillance/Air …

Avionics sensor fusion for small size unmanned aircraft sense-and-avoid

S Ramasamy, R Sabatini… - 2014 IEEE Metrology for …, 2014 - ieeexplore.ieee.org
Cooperative and non-cooperative Sense-and-Avoid (SAA) systems are key enablers for
Unmanned Aircraft (UA) to routinely access non-segregated airspace. In this paper some …

A laser obstacle warning and avoidance system for manned and unmanned aircraft

R Sabatini, A Gardi, S Ramasamy… - 2014 IEEE Metrology …, 2014 - ieeexplore.ieee.org
In this paper we briefly review the research and flight test activities performed to develop and
integrate the Laser Obstacle Avoidance and Monitoring (LOAM) system on helicopter …

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 …