User profiles for Thomas Dubot

thomas dubot

Aerospace 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

L Basora, X Olive, T Dubot - Aerospace, 2019 - mdpi.com
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 …

Detecting controllers' actions in past mode S data by autoencoder-based anomaly detection

X Olive, J Grignard, T Dubot, J Saint-Lot - SID 2018, 8th SESAR …, 2018 - hal.science
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 …

[HTML][HTML] A methodological framework for the risk assessment of drone intrusions in airports

D Pascarella, G Gigante, A Vozella, P Bieber, T Dubot… - Aerospace, 2022 - mdpi.com
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 …

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 …

[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 …

[HTML][HTML] Evaluation of a resilience-driven operational concept to manage drone intrusions in airports

…, A Vozella, M Sodano, M Ippolito, P Bieber, T Dubot… - Information, 2023 - mdpi.com
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 …

[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 …

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 …

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 …

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 …