Christophe Villien

According to our database, Christophe Villien authored at least 16 papers between 2009 and 2024.

Collaborative distances:

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

2024

LSTM-Based GNSS Localization Using Satellite Measurement Features Jointly with Pseudorange Residuals.

Ibrahim Sbeity, Christophe Villien, Benoît Denis, Elena Veronica Belmega

Sensors, February, 2024

Neural architecture search for radio map reconstruction with partially labeled data.

Aleksandra Malkova, Massih-Reza Amini, Benoît Denis, Christophe Villien

Integr. Comput. Aided Eng., 2024

2023

Deep Learning with Partially Labeled Data for Radio Map Reconstruction.

Aleksandra Malkova, Massih-Reza Amini, Benoît Denis, Christophe Villien

CoRR, 2023

UWB-aided GNSS/INS Fusion for Resilient Positioning in GNSS Challenged Environments.

Christophe Villien, Benoît Denis

Proceedings of the IEEE/ION Position, Location and Navigation Symposium, 2023

A Novel Satellite Selection Algorithm Using LSTM Neural Networks For Single-epoch Localization.

Ibrahim Sbeity, Christophe Villien, Christophe Combettes, Benoît Denis, E. Veronica Belmega, Marwa Chafii

Proceedings of the IEEE/ION Position, Location and Navigation Symposium, 2023

RNN-Based GNSS Positioning using Satellite Measurement Features and Pseudorange Residuals.

Ibrahim Sbeity, Christophe Villien, Benoît Denis, E. Veronica Belmega

Proceedings of the International Conference on Localization and GNSS, 2023

2022

Prediction of TOA-Based Localization Accuracy Using CRLB and 3D Buildings with Field Trial Validation.

Christophe Villien, Nicolas Deparis, Valérian Mannoni, Sébastien de Rivaz

Proceedings of the 2022 Joint European Conference on Networks and Communications & 6G Summit, 2022

2021

EKF based on two FDE schemes for GNSS Vehicle Navigation.

Christophe Combettes, Christophe Villien

Proceedings of the 93rd IEEE Vehicular Technology Conference, 2021

Self-learning for Received Signal Strength Map Reconstruction with Neural Architecture Search.

Aleksandra Malkova, Loïc Pauletto, Christophe Villien, Benoît Denis, Massih-Reza Amini

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2021, 2021

2019

Evaluation of An Indoor Localization Engine.

Christophe Villien, Anne Frassati, Bruno Flament

Proceedings of the 2019 International Conference on Indoor Positioning and Indoor Navigation, 2019

2018

Improved multi-channel ranging precision bound for narrowband LPWAN in multipath scenarios.

Florian Wolf, Christophe Villien, Sébastien de Rivaz, François Dehmas, Jean-Pierre Cances

Proceedings of the 2018 IEEE Wireless Communications and Networking Conference, 2018

2017

Post-processing optimization of piecewise indoor trajectories based on IMU and RSS measurements.

Kersane Zoubert-Ousseni, Christophe Villien, François Le Gland

Proceedings of the 2017 International Conference on Indoor Positioning and Indoor Navigation, 2017

Feasibility of WiFi Site-Surveying Using Crowdsourced Data.

Sylvain Leirens, Christophe Villien, Bruno Flament

Proceedings of the Latent Variable Analysis and Signal Separation, 2017

2016

Comparison of post-processing algorithms for indoor navigation trajectories.

Kersane Zoubert-Ousseni, Christophe Villien, François Le Gland

Proceedings of the International Conference on Indoor Positioning and Indoor Navigation, 2016

2011

A sub-gigahertz UWB positioning system with automatic network configuration.

Christophe Villien, Nicolas Deparis, Serge Bories, Norbert Daniele, David Lachartre

Proceedings of the 8th Workshop on Positioning Navigation and Communication, 2011

2009

A polynomial approximation algorithm for real-time maximum-likelihood estimation.

Christophe Villien, Eric P. Ostertag

IEEE Trans. Signal Process., 2009