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Julien Lesouple
Julien Lesouple
Assistant professor, ENAC
Adresse e-mail validée de enac.fr - Page d'accueil
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Année
Generalized isolation forest for anomaly detection
J Lesouple, C Baudoin, M Spigai, JY Tourneret
Pattern Recognition Letters 149, 109-119, 2021
752021
Multipath mitigation for GNSS positioning in an urban environment using sparse estimation
J Lesouple, T Robert, M Sahmoudi, JY Tourneret, W Vigneau
IEEE Transactions on Intelligent Transportation Systems 20 (4), 1316-1328, 2018
732018
How to introduce expert feedback in one-class support vector machines for anomaly detection?
J Lesouple, C Baudoin, M Spigai, JY Tourneret
Signal Processing 188, 108197, 2021
172021
Hypersphere fitting from noisy data using an EM algorithm
J Lesouple, B Pilastre, Y Altmann, JY Tourneret
IEEE Signal Processing Letters 28, 314-318, 2021
142021
Incorporating user feedback into one-class support vector machines for anomaly detection
J Lesouple, JY Tourneret
2020 28th European Signal Processing Conference (EUSIPCO), 1608-1612, 2021
102021
Robust hypersphere fitting from noisy data using an EM algorithm
J Lesouple, B Pilastre, Y Altmann, JY Tourneret
2021 29th European Signal Processing Conference (EUSIPCO), 1-5, 2021
52021
Smooth Bias Estimation for Multipath Mitigation Using Sparse Estimation
J Lesouple, F Barbiero, F Faurie, M Sahmoudi, JY Tourneret
2018 21st International Conference on Information Fusion (FUSION), 1684-1690, 2018
22018
Smooth Bias Estimation for Multipath Mitigation Using Sparse Estimation-Supplementary Material
J Lesouple, JY Tourneret, M Sahmoudi, F Barbiero, F Faurie
TéSA Laboratory, Toulouse, France, Tech. Rep., Feb, 2018
22018
Toward a new definition of a PNT trust level: comparing concepts in a challenged multi frequency/multi-constellation environment
G Carrie, D Kubrak, M Monnerat, J Lesouple
NAVITECT 2014, 2014
22014
Impact of meaconers on aircraft GNSS receivers during approaches
M Hussong, E Ghizzo, C Milner, A Garcia-Pena, J Lesouple, C Macabiau
Proceedings of the 36th International Technical Meeting of the Satellite …, 2023
12023
An EM Approach for GNSS Parameters of Interest Estimation Under Constant Modulus Interference
J Lesouple, L Ortega
2023 31st European Signal Processing Conference (EUSIPCO), 820-824, 2023
12023
Incoporating User Feedback Into One-Class Support Vector Machines Anomaly Detection-Supplementary Material
J Lesouple, JY Tourneret
TéSA Laboratory, Toulouse, France, Tech. Rep., Aug, 2020
12020
Multipath Mitigation in Global Navigation Satellite Systems Using a Bayesian Hierarchical Model with Bernoulli Laplacian Priors
J Lesouple, JY Tourneret, M Sahmoudi, F Barbiero, F Faurie
2018 IEEE Statistical Signal Processing Workshop (SSP), 578-582, 2018
12018
Assessing GNSS Carrier-to-Noise-Density Ratio Estimation in The Presence of Meaconer Interference
E Ghizzo, AG Pena, J Lesouple, C Milner, C Macabiau
ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024
2024
Bayesian EM approach for GNSS parameters of interest estimation under constant modulus interference
J Lesouple, L Ortega
EURASIP Journal on Advances in Signal Processing 2024 (1), 32, 2024
2024
Improving AI Monitoring of Early Life Satellites Using Transfer Learning
A Baron, PB Lambert, P Delande, JY Tourneret, J Lesouple, S Fabre
17th Internation conference on Space operations (Space0ps 2023), 1-17, 2023
2023
Estimation du centre et du rayon d'une hypersphère à l'aide d'une loi a priori de Von Mises-Fisher et d'un algorithme EM
J Lesouple, B Pilastre, Y Altmann, JY Tourneret
XXVIIIème Colloque Francophone de Traitement du Signal et des Images (GRETSI …, 2022
2022
An EM Algorithm for Mixtures of Hyperspheres
J Lesouple, P Burger, JY Tourneret
2022 30th European Signal Processing Conference (EUSIPCO), 877-881, 2022
2022
Estimation parcimonieuse de biais multitrajets pour les systèmes GNSS
J Lesouple
2019
Robust Covariance Matrix Estimation and Sparse Bias Estimation for Multipath Mitigation
J Lesouple, F Barbiero, F Faurie, M Sahmoudi, JY Tourneret
31st International Technical meeting and showcase of GNSS technology …, 2018
2018
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