User profiles for Thomas Dubot
thomas dubotAerospace Research Engineer @ ONERA, the French aerospace lab Verified email at onera.fr Cited by 416 |
[HTML][HTML] Recent advances in anomaly detection methods applied to aviation
Anomaly detection is an active area of research with numerous methods and applications.
This survey reviews the state-of-the-art of data-driven anomaly detection techniques and their …
This survey reviews the state-of-the-art of data-driven anomaly detection techniques and their …
Detecting controllers' actions in past mode S data by autoencoder-based anomaly detection
The preparation and execution of training simulations for Air Traffic Control (ATC) and pilots
requires a significant commitment of operational experts. Such a mobilisation could be …
requires a significant commitment of operational experts. Such a mobilisation could be …
[HTML][HTML] A methodological framework for the risk assessment of drone intrusions in airports
Drone expansion needs to be considered as a menace in cases of negligent, illicit, or non-cooperative
use. In the case of airports, a complete protection against drone intrusion should …
use. In the case of airports, a complete protection against drone intrusion should …
Towards U-space conflict management services based on 4D protection bubbles
T Dubot, A Joulia - AIAA AVIATION 2021 FORUM, 2021 - arc.aiaa.org
AIAA AVIATION 2021 FORUM : Towards U-space conflict management services based on
4D protection bubbles Page 1 Towards U-space conflict management services based on 4D …
4D protection bubbles Page 1 Towards U-space conflict management services based on 4D …
[PDF][PDF] Towards a 4D traffic management of small UAS operating at very low level
A Joulia, T Dubot, J Bedouet - … of the International Council of the …, 2016 - researchgate.net
While the ATM systems are strongly evolving through major ATM programs, a revolution is
under progress: the number of small drones operating at very low altitude is exponentially …
under progress: the number of small drones operating at very low altitude is exponentially …
[HTML][HTML] Evaluation of a resilience-driven operational concept to manage drone intrusions in airports
The drone market’s growth poses a serious threat to the negligent, illicit, or non-cooperative
use of drones, especially in airports and their surroundings. Effective protection of an airport …
use of drones, especially in airports and their surroundings. Effective protection of an airport …
[PDF][PDF] Occupancy peak estimation from sector geometry and traffic flow data
…, V Courchelle, J Bedouet, T Dubot - Proceedings of the 8th …, 2018 - researchgate.net
This paper describes a methodology to estimate the peak threshold of the occupancy count
metric by using machine learning techniques on operational sector geometry and traffic flow …
metric by using machine learning techniques on operational sector geometry and traffic flow …
Towards an operational sectorisation based on deterministic and stochastic partitioning algorithms
J Bedouet, T Dubot, L Basora - The Sixth SESAR Innovation Days, 2016 - hal.science
This paper describes a method combining operational deterministic and stochastic approaches
to generate optimised and smooth sector configuration plans. First, sector configurations …
to generate optimised and smooth sector configuration plans. First, sector configurations …
Ai-driven identification of contrail sources: Integrating satellite observation and air traffic data
E Riggi-Carrolo, T Dubot, C Sarrat… - Journal of Open …, 2023 - journals.open.tudelft.nl
Despite large uncertainties, it is now clear that condensation trails play a major role in aviation
contribution to climate change. In order to assess these uncertainties and reduce them, a …
contribution to climate change. In order to assess these uncertainties and reduce them, a …
A simulation framework for U-space tactical conflict detection and resolution services
A Joulia, T Dubot - AIAA AVIATION 2022 Forum, 2022 - hal.science
U-space, the drone traffic management framework in Europe, requires the development of
conflict detection and resolution services. If the conflict management process should be …
conflict detection and resolution services. If the conflict management process should be …