Julien Lesouple

According to our database, Julien Lesouple authored at least 15 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

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

Julien Lesouple, Lorenzo Ortega

EURASIP J. Adv. Signal Process., December, 2024

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

Pau Closas, Lorenzo Ortega, Julien Lesouple, Petar M. Djuric

EURASIP J. Adv. Signal Process., December, 2024

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

Emile Ghizzo, Axel Garcia Pena, Julien Lesouple, Carl Milner, Christophe Macabiau

Proceedings of the IEEE International Conference on Acoustics, 2024

Robust Hypersphere Fitting from Noisy Data Using Gibbs Sampling.

Younes Boutiyarzist, Julien Lesouple, Jean-Yves Tourneret

Proceedings of the 32nd European Signal Processing Conference, 2024

2023

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

Julien Lesouple, Lorenzo Ortega

Proceedings of the 31st European Signal Processing Conference, 2023

2022

An EM Algorithm for Mixtures of Hyperspheres.

Julien Lesouple, Philippe Burger, Jean-Yves Tourneret

Proceedings of the 30th European Signal Processing Conference, 2022

2021

Hypersphere Fitting From Noisy Data Using an EM Algorithm.

Julien Lesouple, Barbara Pilastre, Yoann Altmann, Jean-Yves Tourneret

IEEE Signal Process. Lett., 2021

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

Julien Lesouple, Cédric Baudoin, Marc Spigai, Jean-Yves Tourneret

Signal Process., 2021

Generalized isolation forest for anomaly detection.

Julien Lesouple, Cédric Baudoin, Marc Spigai, Jean-Yves Tourneret

Pattern Recognit. Lett., 2021

Robust Hypersphere Fitting from Noisy Data Using an EM Algorithm.

Julien Lesouple, Barbara Pilastre, Yoann Altmann, Jean-Yves Tourneret

Proceedings of the 29th European Signal Processing Conference, 2021

2020

Incorporating User Feedback Into One-Class Support Vector Machines for Anomaly Detection.

Julien Lesouple, Jean-Yves Tourneret

Proceedings of the 28th European Signal Processing Conference, 2020

2019

Estimation parcimonieuse de biais multitrajets pour les systèmes GNSS. (Sparse estimation of multipath biases for GNSS).

Julien Lesouple

PhD thesis, 2019

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

Julien Lesouple, Thierry Robert, Mohamed Sahmoudi, Jean-Yves Tourneret, Willy Vigneau

IEEE Trans. Intell. Transp. Syst., 2019

2018

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

Julien Lesouple, Jean-Yves Tourneret, Mohamed Sahmoudi, Franck Barbiero, Frederic Faurie

Proceedings of the 2018 IEEE Statistical Signal Processing Workshop, 2018

Smooth Bias Estimation for Multipath Mitigation Using Sparse Estimation.

Julien Lesouple, Franck Barbiero, Frederic Faurie, Mohamed Sahmoudi, Jean-Yves Tourneret

Proceedings of the 21st International Conference on Information Fusion, 2018