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CV Antoine Blais


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.


Article dans une revue1 document

Communication dans un congrès13 documents

  • Thomas Verheyde, Antoine Blais, Christophe Macabiau, Francois-Xavier Marmet. SmartCoop Algorithm: Improving Smartphones Position Accuracy and Reliability through Collaborative Positioning. 2021 International Conference on Localization and GNSS (ICL-GNSS), Jun 2021, Tampere, Finland. pp.1-6, ⟨10.1109/ICL-GNSS51451.2021.9452271⟩. ⟨hal-03670594⟩
  • Thomas Verheyde, Antoine Blais, Christophe Macabiau, François-Xavier Marmet. Analyzing Android GNSS Raw Measurements Flags Detection Mechanisms for Collaborative Positioning in Urban Environment. ICL-GNSS 2020 International Conference on Localization and GNSS, Jun 2020, Tampere, Finland. pp.1-6, ⟨10.1109/ICL-GNSS49876.2020.9115564⟩. ⟨hal-02870213⟩
  • Thomas Verheyde, Antoine Blais, Christophe Macabiau, François-Xavier Marmet. An Assessment Methodology of Smartphone Positioning Performance for Collaborative Scenarios in Urban Environment. 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⟩. ⟨hal-02964014⟩
  • Evgenii Munin, Antoine Blais, Nicolas Couellan. Convolutional Neural Network for Multipath Detection in GNSS Receivers. AIDA-AT 2020, 1st conference on Artificial Intelligence and Data Analytics in Air Transportation, Feb 2020, Singapore, Singapore. ⟨10.1109/AIDA-AT48540.2020.9049188⟩. ⟨hal-02359943⟩
  • Evgenii Munin, Antoine Blais, Nicolas Couellan. GNSS Multipath Detection using Embedded Deep CNN on Intel Neural Compute Stick. 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⟩. ⟨hal-02964023⟩
  • Thomas Verheyde, Antoine Blais, Christophe Macabiau, François-Xavier Marmet. Statistical Analysis of Android GNSS Raw Data Measurements in an Urban Environment for Smartphone Collaborative Positioning Methods. INC 2019, International Navigation Conference, Nov 2019, Edinburgh, United Kingdom. ⟨hal-03021344⟩
  • Antoine Blais, Christophe Morlaas. Using GNU Radio Companion to improve student understanding of signal processing theory through VHF Omni-Directional Range (VOR) signal demodulation. European GNU Radio Days 2019, Jun 2019, Besançon, France. ⟨hal-02194172⟩
  • Philippe Brochet, Antoine Blais, Rémi Douvenot. Nanosatellite activities at ENAC: the TETX receiving ground station and the EYESAT mission control center. 10th European Cubesat Symposium, Dec 2018, Toulouse, France. ⟨hal-02104049⟩
  • Antoine Blais, Olivier Julien. Assessment of the effect of quantization on the degradation brought by interference on a GNSS receiver. ION GNSS 2016, 29th International Technical Meeting of the Satellite Division of the Institute of Navigation, 5 ., Sep 2016, Portland, United States. pp. 3070 - 3090, ⟨10.33012/2016.14599⟩. ⟨hal-01512447⟩
  • Antoine Blais, Christophe Macabiau, Olivier Julien. Matched Quantization and Band Separation in a Direct Sampling Dual Band GNSS Receiver for Civil Aviation. ION GNSS 2013, 26th International Technical Meeting of The Satellite Division of the Institute of Navigation, Sep 2013, Nashville, United States. pp 182 - 196. ⟨hal-00936858⟩
  • Antoine Blais, Christophe Macabiau, Olivier Julien. Effect of sampling jitter on signal tracking in a direct sampling dual band GNSS receiver for civil aviation. ENC 2012, European Navigation Conference, Apr 2012, Gdansk, Poland. ⟨hal-01022313⟩
  • Antoine Blais, Christophe Macabiau, Olivier Julien. Effect of sampling jitter on signal tracking in a direct sampling dual band GNSS receiver for civil aviation. TSS 2012, Toulouse Space Show, Jun 2012, Toulouse, France. ⟨hal-01022317⟩
  • Antoine Blais, Christophe Macabiau, Olivier Julien. Digitization guidelines for a direct sampling dual-band GNSS receiver for civil aviation. ENC 2011, European Navigation Conference, Nov 2011, London, United Kingdom. pp xxx. ⟨hal-01022312⟩

Chapitre d'ouvrage1 document

Pré-publication, Document de travail1 document

  • Thomas Gonzalez, Antoine Blais, Nicolas Couëllan, Christian Ruiz. Distributional loss for convolutional neural network regression and application to GNSS multi-path estimation. 2022. ⟨hal-03694126⟩

Thèse1 document

  • Antoine Blais. Feasibility of a Direct Sampling Dual-Frequency SDR Galileo Receiver for Civil Aviation. Signal and Image processing. INP DE TOULOUSE, 2014. English. ⟨tel-01198950⟩