Antoine Blais
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
Publications
Un analyseur de spectre à balayage avec GNU Radio CompanionLe Bulletin de l'Union des Professeurs de Physique et de Chimie, 2025, 119 (1071), pp.173-191 |
|
|
|
Distributional loss for convolutional neural network regression and application to parameter estimation in satellite navigation signalsExpert Systems with Applications, 2024, 255, Part C, pp.124682. ⟨10.1016/j.eswa.2024.124682⟩ |
|
|
A novel image representation of GNSS correlation for deep learning multipath detectionArray, 2022, 14, pp.100167. ⟨10.1016/j.array.2022.100167⟩ |
Wasserstein distance based semi-supervised manifold learning for GNSS multipath detectionGdR IASIS - Journée Méthodes d'apprentissage pour la navigation et le pistage, Audrey Giremus; Gael Pages, Jul 2025, Toulouse, France |
|
|
|
On Time-Delay Estimation Accuracy Limit Under Phase Uncertainty2024 27th International Conference on Information Fusion (FUSION), Jul 2024, Venice, France. pp.1-6, ⟨10.23919/FUSION59988.2024.10706341⟩ |
|
|
Delay estimation with a carrier modulated by a band-limited signal2024 32nd European Signal Processing Conference (EUSIPCO), Aug 2024, Lyon, France. pp.1212-1216, ⟨10.23919/EUSIPCO63174.2024.10715390⟩ |
|
|
Multipath Parameters Estimation in Physically Based Synthetic Environment Using Robust Deep Neural Regression2023 International Technical Meeting of The Institute of Navigation, Jan 2023, Long Beach, United States. pp.808-822, ⟨10.33012/2023.18654⟩ |
SmartCoop Algorithm: Improving Smartphones Position Accuracy and Reliability through Collaborative Positioning2021 International Conference on Localization and GNSS (ICL-GNSS), Jun 2021, Tampere, Finland. pp.1-6, ⟨10.1109/ICL-GNSS51451.2021.9452271⟩ |
|
|
|
Convolutional Neural Network for Multipath Detection in GNSS ReceiversAIDA-AT 2020, 1st conference on Artificial Intelligence and Data Analytics in Air Transportation, Feb 2020, Singapore, Singapore. ⟨10.1109/AIDA-AT48540.2020.9049188⟩ |
GNSS Multipath Detection using Embedded Deep CNN on Intel Neural Compute StickION 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⟩ |
|
|
|
An Assessment Methodology of Smartphone Positioning Performance for Collaborative Scenarios in Urban EnvironmentION 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⟩ |
|
|
Analyzing Android GNSS Raw Measurements Flags Detection Mechanisms for Collaborative Positioning in Urban EnvironmentICL-GNSS 2020 International Conference on Localization and GNSS, Jun 2020, Tampere, Finland. pp.1-6, ⟨10.1109/ICL-GNSS49876.2020.9115564⟩ |
Using GNU Radio Companion to improve student understanding of signal processing theory through VHF Omni-Directional Range (VOR) signal demodulationEuropean GNU Radio Days 2019, Jun 2019, Besançon, France |
|
Statistical Analysis of Android GNSS Raw Data Measurements in an Urban Environment for Smartphone Collaborative Positioning MethodsINC 2019, International Navigation Conference, Nov 2019, Edinburgh, United Kingdom |
|
Nanosatellite activities at ENAC: the TETX receiving ground station and the EYESAT mission control center10th European Cubesat Symposium, Dec 2018, Toulouse, France |
|
|
|
Matched Quantization and Band Separation in a Direct Sampling Dual Band GNSS Receiver for Civil AviationION GNSS 2013, 26th International Technical Meeting of The Satellite Division of the Institute of Navigation, Sep 2013, Nashville, United States. pp 182 - 196 |
|
|
Effect of sampling jitter on signal tracking in a direct sampling dual band GNSS receiver for civil aviationENC 2012, European Navigation Conference, Apr 2012, Gdansk, Poland |
|
|
Effect of sampling jitter on signal tracking in a direct sampling dual band GNSS receiver for civil aviationTSS 2012, Toulouse Space Show, Jun 2012, Toulouse, France |
|
|
Digitization guidelines for a direct sampling dual-band GNSS receiver for civil aviationENC 2011, European Navigation Conference, Nov 2011, London, United Kingdom. pp xxx |
|
|
Distributional loss for convolutional neural network regression and application to GNSS multi-path estimation2022 |
|
|
Feasibility of a Direct Sampling Dual-Frequency SDR Galileo Receiver for Civil AviationOther. Institut National Polytechnique de Toulouse - INPT, 2014. English. ⟨NNT : 2014INPT0080⟩ |