Antoine Blais

Identifiants chercheurs

IdHAL :

antoine-blais

ORCID :

0000-0002-3430-5166

IdRef :

188280839

Présentation

Enseignant-chercheur à l'ENAC au sein de l'axe Signal et Navigation (SIGNAV) de l'équipe TELECOM.

Je m'intéresse tout particulièrement aux applications du Machine Learning et du Deep Learning au traitement du signal. J'ai d'ailleurs suivi le MOOC Deep Learning du CNAM pour lequel j'ai obtenu le certificat de réussite.

Publications

Article dans une revue (3)

Un analyseur de spectre à balayage avec GNU Radio Companion Antoine Blais Le Bulletin de l'Union des Professeurs de Physique et de Chimie, 2025, 119 (1071), pp.173-191 Article dans une revue hal-04939195v1
Distributional loss for convolutional neural network regression and application to parameter estimation in satellite navigation signals Thomas Gonzàlez,Antoine Blais,Nicolas Couëllan,Christian Ruiz Expert Systems with Applications, 2024, 255, Part C, pp.124682. ⟨10.1016/j.eswa.2024.124682⟩ Article dans une revue hal-04636001v2
A novel image representation of GNSS correlation for deep learning multipath detection Antoine Blais,Nicolas Couellan,Evgenii Munin Array, 2022, 14, pp.100167. ⟨10.1016/j.array.2022.100167⟩ Article dans une revue hal-03641028v1

Communication dans un congrès (16)

Wasserstein distance based semi-supervised manifold learning for GNSS multipath detection Antoine Blais,Nicolas Couellan GdR IASIS - Journée Méthodes d'apprentissage pour la navigation et le pistage, Audrey Giremus; Gael Pages, Jul 2025, Toulouse, France Communication dans un congrès hal-05156654v1
On Time-Delay Estimation Accuracy Limit Under Phase Uncertainty Joan Bernabeu,Lorenzo Ortega,Antoine Blais,Yoan Grégoire,Eric Chaumette 2024 27th International Conference on Information Fusion (FUSION), Jul 2024, Venice, France. pp.1-6, ⟨10.23919/FUSION59988.2024.10706341⟩ Communication dans un congrès hal-04939085v1
Delay estimation with a carrier modulated by a band-limited signal Joan Bernabeu,Lorenzo Ortega,Antoine Blais,Yoan Grégoire,Eric Chaumette 2024 32nd European Signal Processing Conference (EUSIPCO), Aug 2024, Lyon, France. pp.1212-1216, ⟨10.23919/EUSIPCO63174.2024.10715390⟩ Communication dans un congrès hal-04939073v1
Multipath Parameters Estimation in Physically Based Synthetic Environment Using Robust Deep Neural Regression Thomas Gonzalez,Antoine Blais,Nicolas Couellan,Christian Ruiz 2023 International Technical Meeting of The Institute of Navigation, Jan 2023, Long Beach, United States. pp.808-822, ⟨10.33012/2023.18654⟩ Communication dans un congrès hal-04099716v1
SmartCoop Algorithm: Improving Smartphones Position Accuracy and Reliability through Collaborative Positioning Thomas Verheyde,Antoine Blais,Christophe Macabiau,Francois-Xavier Marmet 2021 International Conference on Localization and GNSS (ICL-GNSS), Jun 2021, Tampere, Finland. pp.1-6, ⟨10.1109/ICL-GNSS51451.2021.9452271⟩ Communication dans un congrès hal-03670594v1
Convolutional Neural Network for Multipath Detection in GNSS Receivers Evgenii Munin,Antoine Blais,Nicolas Couellan AIDA-AT 2020, 1st conference on Artificial Intelligence and Data Analytics in Air Transportation, Feb 2020, Singapore, Singapore. ⟨10.1109/AIDA-AT48540.2020.9049188⟩ Communication dans un congrès hal-02359943v1
GNSS Multipath Detection using Embedded Deep CNN on Intel Neural Compute Stick Evgenii Munin,Antoine Blais,Nicolas Couellan ION GNSS+ 2020, 33rd International Technical Meeting of the Satellite Division of the Institute of Navigation, Sep 2020, Virtual event, United States. pp. 2018-2029., ⟨10.33012/2020.17654⟩ Communication dans un congrès hal-02964023v1
An Assessment Methodology of Smartphone Positioning Performance for Collaborative Scenarios in Urban Environment Thomas Verheyde,Antoine Blais,Christophe Macabiau,François-Xavier Marmet ION GNSS+ 2020, 33rd International Technical Meeting of the Satellite Division of the Institute of Navigation, Sep 2020, Virtual event, United States. pp 1893 - 1901, ⟨10.33012/2020.17626⟩ Communication dans un congrès hal-02964014v1
Analyzing Android GNSS Raw Measurements Flags Detection Mechanisms for Collaborative Positioning in Urban Environment Thomas Verheyde,Antoine Blais,Christophe Macabiau,François-Xavier Marmet ICL-GNSS 2020 International Conference on Localization and GNSS, Jun 2020, Tampere, Finland. pp.1-6, ⟨10.1109/ICL-GNSS49876.2020.9115564⟩ Communication dans un congrès hal-02870213v1
Using GNU Radio Companion to improve student understanding of signal processing theory through VHF Omni-Directional Range (VOR) signal demodulation Antoine Blais,Christophe Morlaas European GNU Radio Days 2019, Jun 2019, Besançon, France Communication dans un congrès hal-02194172v1
Statistical Analysis of Android GNSS Raw Data Measurements in an Urban Environment for Smartphone Collaborative Positioning Methods Thomas Verheyde,Antoine Blais,Christophe Macabiau,François-Xavier Marmet INC 2019, International Navigation Conference, Nov 2019, Edinburgh, United Kingdom Communication dans un congrès hal-03021344v1
Nanosatellite activities at ENAC: the TETX receiving ground station and the EYESAT mission control center Philippe Brochet,Antoine Blais,Rémi Douvenot 10th European Cubesat Symposium, Dec 2018, Toulouse, France Communication dans un congrès hal-02104049v1
Matched Quantization and Band Separation in a Direct Sampling Dual Band GNSS Receiver for Civil Aviation Antoine Blais,Christophe Macabiau,Olivier Julien ION GNSS 2013, 26th International Technical Meeting of The Satellite Division of the Institute of Navigation, Sep 2013, Nashville, United States. pp 182 - 196 Communication dans un congrès hal-00936858v1
Effect of sampling jitter on signal tracking in a direct sampling dual band GNSS receiver for civil aviation Antoine Blais,Christophe Macabiau,Olivier Julien ENC 2012, European Navigation Conference, Apr 2012, Gdansk, Poland Communication dans un congrès hal-01022313v1
Effect of sampling jitter on signal tracking in a direct sampling dual band GNSS receiver for civil aviation Antoine Blais,Christophe Macabiau,Olivier Julien TSS 2012, Toulouse Space Show, Jun 2012, Toulouse, France Communication dans un congrès hal-01022317v1
Digitization guidelines for a direct sampling dual-band GNSS receiver for civil aviation Antoine Blais,Christophe Macabiau,Olivier Julien ENC 2011, European Navigation Conference, Nov 2011, London, United Kingdom. pp xxx Communication dans un congrès hal-01022312v1

Pré-publication, Document de travail (1)

Distributional loss for convolutional neural network regression and application to GNSS multi-path estimation Thomas Gonzalez,Antoine Blais,Nicolas Couëllan,Christian Ruiz 2022 Pré-publication, Document de travail hal-03694126v1

Thèse (1)

Feasibility of a Direct Sampling Dual-Frequency SDR Galileo Receiver for Civil Aviation Antoine Blais Other. Institut National Polytechnique de Toulouse - INPT, 2014. English. ⟨NNT : 2014INPT0080⟩ Thèse tel-01198950v2