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Employment (1)

École Nationale de l'Aviation Civile: Toulouse, Midi-Pyrénées, FR

2021-10-01 to present | Associate professor (TELECOM)
Employment
Source: Self-asserted source
Julien Lesouple

Education and qualifications (2)

TéSA: Toulouse, Midi-Pyrénées, FR

2016-01-04 to present | PhD
Education
Source: Self-asserted source
Julien Lesouple

ISAE: Toulouse, Midi-Pyrénées, FR

2011-09-01 to 2014-09-01 | Master degree (Ensica)
Education
Source: Self-asserted source
Julien Lesouple

Works (28)

Bayesian EM approach for GNSS parameters of interest estimation under constant modulus interference

Eurasip Journal on Advances in Signal Processing
2024 | Journal article
EID:

2-s2.0-85187519163

Part of ISSN: 16876180 16876172
Contributors: Lesouple, J.; Ortega, L.
Source: Self-asserted source
Julien Lesouple via Scopus - Elsevier

Deriving a dilution of precision indicator for GNSS factor graph optimization solutions

2024 | Other
Contributors: Paul Thevenon; Hakim Cherfi; Julien Lesouple
Source: Self-asserted source
Julien Lesouple via HAL

Assessing jamming and spoofing impacts on GNSS receivers: Automatic gain control (AGC)

Signal Processing
2024-11 | Journal article
Contributors: Emile Ghizzo; El-Mehdi Djelloul; Julien Lesouple; Carl Milner; Christophe Macabiau
Source: Self-asserted source
Julien Lesouple via HAL

Characterization of the multipath situation under meaconing interference

2024-09-27 | Other
Contributors: Mathieu Hussong; Emile Ghizzo; Carl Milner; Axel Garcia-Pena; Julien Lesouple
Source: Self-asserted source
Julien Lesouple via HAL

Impact of onboard meaconers on aircraft GNSS receivers

2024-09-27 | Other
Contributors: Mathieu Hussong; Emile Ghizzo; Carl Milner; Axel Garcia-Pena; Julien Lesouple
Source: Self-asserted source
Julien Lesouple via HAL

Emerging trends in signal processing and machine learning for positioning, navigation and timing information: special issue editorial

EURASIP Journal on Advances in Signal Processing
2024-09-11 | Journal article
Contributors: Pau Closas; Lorenzo Ortega; Julien Lesouple; Petar M. Djuric
Source: Self-asserted source
Julien Lesouple via HAL

Robust Hypersphere Fitting from Noisy Data Using Gibbs Sampling

2024-08-27 | Conference paper
Contributors: Younes Boutiyarzist; Julien Lesouple; Jean-Yves Tourneret
Source: Self-asserted source
Julien Lesouple via HAL

Single Frequency GNSS Carrier Phase Cycle Slip Detection and Identification Using a Factor Graph Approach

2024-04-15 | Conference paper
Contributors: Hakim Cherfi; Julien Lesouple; Joan Solà; Paul Thevenon
Source: Self-asserted source
Julien Lesouple via HAL

Assessing GNSS Carrier-to-Noise-Density Ratio Estimation in The Presence of Meaconer Interference

2024-03-18 | Conference paper
Contributors: Emile Ghizzo; Axel Javier Garcia Peña; Julien Lesouple; Carl Milner; Christophe Macabiau
Source: Self-asserted source
Julien Lesouple via HAL

An EM Approach for GNSS Parameters of Interest Estimation Under Constant Modulus Interference

European Signal Processing Conference
2023 | Conference paper
EID:

2-s2.0-85178375402

Part of ISBN: 9789464593600
Part of ISSN: 22195491
Contributors: Lesouple, J.; Ortega, L.
Source: Self-asserted source
Julien Lesouple via Scopus - Elsevier

Impact of meaconers on aircraft GNSS receivers during approaches

Proceedings of the 36th International Technical Meeting of the Satellite Division of the Institute of Navigation, ION GNSS+ 2023
2023 | Conference paper
EID:

2-s2.0-85184603249

Part of ISBN: 9780936406350
Contributors: Hussong, M.; Ghizzo, E.; Milner, C.; Garcia-Pena, A.; Lesouple, J.; Macabiau, C.
Source: Self-asserted source
Julien Lesouple via Scopus - Elsevier

Impact of meaconers on aircraft GNSS receivers during approaches

2023-10-11 | Conference paper
Contributors: Mathieu Hussong; Emile Ghizzo; Carl Milner; Axel Garcia-Pena; Julien Lesouple; Christophe Macabiau
Source: Self-asserted source
Julien Lesouple via HAL

An EM Approach for GNSS Parameters of Interest Estimation Under Constant Modulus Interference

2023-09-04 | Conference paper
Contributors: Julien Lesouple; Lorenzo Ortega
Source: Self-asserted source
Julien Lesouple via HAL

Improving AI Monitoring of Early Life Satellites Using Transfer Learning

2023-03 | Conference paper
Contributors: Audric Baron; Pierre-Baptiste Lambert; Pauline Delande; Jean-Yves Tourneret; Julien Lesouple; Serge Fabre
Source: Self-asserted source
Julien Lesouple via HAL

An EM Algorithm for Mixtures of Hyperspheres

European Signal Processing Conference
2022 | Conference paper
EID:

2-s2.0-85141010056

Part of ISBN: 9789082797091
Part of ISSN: 22195491
Contributors: Lesouple, J.; Burger, P.; Tourneret, J.-Y.
Source: Self-asserted source
Julien Lesouple via Scopus - Elsevier

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

2022-09-06 | Conference paper
Contributors: Julien Lesouple; Barbara Pilastre; Yoann Altmann; Jean-Yves Tourneret
Source: Self-asserted source
Julien Lesouple via HAL

An EM Algorithm for Mixtures of Hyperspheres

2022-08-29 | Conference paper
Contributors: Julien Lesouple; Philippe Burger; Jean-Yves Tourneret
Source: Self-asserted source
Julien Lesouple via HAL

How to introduce expert feedback in one-class support vector machines for anomaly detection?

Signal Processing
2021 | Journal article
EID:

2-s2.0-85108261156

Part of ISSN: 01651684
Contributors: Lesouple, J.; Baudoin, C.; Spigai, M.; Tourneret, J.-Y.
Source: Self-asserted source
Julien Lesouple via Scopus - Elsevier

Hypersphere fitting from noisy data using an em algorithm

IEEE Signal Processing Letters
2021 | Journal article
EID:

2-s2.0-85099729265

Part of ISSN: 15582361 10709908
Contributors: Lesouple, J.; Pilastre, B.; Altmann, Y.; Tourneret, J.-Y.
Source: Self-asserted source
Julien Lesouple via Scopus - Elsevier

Incorporating user feedback into one-class support vector machines for anomaly detection

European Signal Processing Conference
2021 | Conference paper
EID:

2-s2.0-85099274405

Part of ISBN: 9789082797053
Part of ISSN: 22195491
Contributors: Lesouple, J.; Tourneret, J.-Y.
Source: Self-asserted source
Julien Lesouple via Scopus - Elsevier

Robust Hypersphere Fitting from Noisy Data Using an EM Algorithm

European Signal Processing Conference
2021 | Conference paper
EID:

2-s2.0-85123219225

Part of ISBN: 9789082797060
Part of ISSN: 22195491
Contributors: Lesouple, J.; Pilastre, B.; Altmann, Y.; Tourneret, J.-Y.
Source: Self-asserted source
Julien Lesouple via Scopus - Elsevier

Generalized isolation forest for anomaly detection

Pattern Recognition Letters
2021-09 | Journal article
Contributors: Julien Lesouple; Cédric Baudoin; Marc Spigai; Jean-Yves Tourneret
Source: Self-asserted source
Julien Lesouple via HAL

Multipath Mitigation for GNSS Positioning in an Urban Environment Using Sparse Estimation

IEEE Transactions on Intelligent Transportation Systems
2019 | Journal article
EID:

2-s2.0-85049462962

Part of ISSN: 15249050
Contributors: Lesouple, J.; Robert, T.; Sahmoudi, M.; Tourneret, J.-Y.; Vigneau, W.
Source: Self-asserted source
Julien Lesouple via Scopus - Elsevier

Multipath Mitigation in Global Navigation Satellite Systems Using a Bayesian Hierarchical Model with Bernoulli Laplacian Priors

2018 IEEE Statistical Signal Processing Workshop, SSP 2018
2018 | Conference paper
EID:

2-s2.0-85053854347

Part of ISBN: 9781538615706
Contributors: Lesouple, J.; Tourneret, J.-Y.; Sahmoudi, M.; Barbiero, F.; Faurie, F.
Source: Self-asserted source
Julien Lesouple via Scopus - Elsevier

Robust covariance matrix estimation and sparse bias estimation for multipath mitigation

Proceedings of the 31st International Technical Meeting of the Satellite Division of the Institute of Navigation, ION GNSS+ 2018
2018 | Conference paper
EID:

2-s2.0-85062941131

Contributors: Lesouple, J.; Barbiero, F.; Faurie, F.; Sahmoudi, M.; Tourneret, J.-Y.
Source: Self-asserted source
Julien Lesouple via Scopus - Elsevier

Robust Covariance Matrix Estimation and Sparse Bias Estimation for Multipath Mitigation

2018 | Conference paper
Contributors: Julien Lesouple; Franck Barbiero; Frédéric Faurie; Mohamed Sahmoudi; Jean-Yves Tourneret
Source: Self-asserted source
Julien Lesouple via HAL

Smooth Bias Estimation for Multipath Mitigation Using Sparse Estimation

2018 | Conference paper
Contributors: Julien Lesouple; Franck Barbiero; Frédéric Faurie; Mohamed Sahmoudi; Jean-Yves Tourneret
Source: Self-asserted source
Julien Lesouple via HAL

Smooth Bias Estimation for Multipath Mitigation Using Sparse Estimation

2018 21st International Conference on Information Fusion, FUSION 2018
2018 | Conference paper
EID:

2-s2.0-85054067873

Part of ISBN: 9780996452762
Contributors: Lesouple, J.; Barbiero, F.; Faurie, F.; Sahmoudi, M.; Tourneret, J.-Y.
Source: Self-asserted source
Julien Lesouple via Scopus - Elsevier

Peer review (3 reviews for 3 publications/grants)

Review activity for Data mining and knowledge discovery. (1)
Review activity for Mathematics. (1)
Review activity for Sensors. (1)