Antoine Blais
18
Documents
Identifiants chercheurs
- antoine-blais
- 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](https://www.fun-mooc.fr/courses/course-v1:CNAM+01031+session02/about) pour lequel j'ai obtenu le certificat de réussite.
Teacher-researcher with the Signal and Navigation (SIGNAV) group of the TELECOM team of ENAC.
I am particularly interested in applications of Machine Learning and Deep Learning to Signal Processing. I have attended the [MOOC about Deep Learning by CNAM](https://www.fun-mooc.fr/courses/course-v1:CNAM+01031+session02/about) and obtained the corresponding certificate of achievement.
Publications
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A novel image representation of GNSS correlation for deep learning multipath detectionArray, inPress, ⟨10.1016/j.array.2022.100167⟩
Article dans une revue
hal-03641028v1
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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⟩
Communication dans un congrès
hal-04099716v1
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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⟩
Communication dans un congrès
hal-03670594v1
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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⟩
Communication dans un congrès
hal-02870213v1
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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⟩
Communication dans un congrès
hal-02964014v1
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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⟩
Communication dans un congrès
hal-02359943v1
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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⟩
Communication dans un congrès
hal-02964023v1
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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
Communication dans un congrès
hal-02194172v1
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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
Communication dans un congrès
hal-03021344v1
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Nanosatellite activities at ENAC: the TETX receiving ground station and the EYESAT mission control center10th European Cubesat Symposium, Dec 2018, Toulouse, France
Communication dans un congrès
hal-02104049v1
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Assessment of the effect of quantization on the degradation brought by interference on a GNSS receiverION 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⟩
Communication dans un congrès
hal-01512447v1
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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
Communication dans un congrès
hal-00936858v1
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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
Communication dans un congrès
hal-01022313v1
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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
Communication dans un congrès
hal-01022317v1
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Digitization guidelines for a direct sampling dual-band GNSS receiver for civil aviationENC 2011, European Navigation Conference, Nov 2011, London, United Kingdom. pp xxx
Communication dans un congrès
hal-01022312v1
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Annotation et indexation discursives, quelques réalisationsJean-Pierre Descles; Florence Le Priol. Annotations automatiques et recherche d' information, Hermes - Traite IC2 -- serie Cognition et Traitement de l'information, 2009, Traité IC2, série Cognition et traitement de l'information, 9782746222267
Chapitre d'ouvrage
hal-01941246v1
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Distributional loss for convolutional neural network regression and application to GNSS multi-path estimation2022
Pré-publication, Document de travail
hal-03694126v1
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Feasibility of a Direct Sampling Dual-Frequency SDR Galileo Receiver for Civil AviationOther. Institut National Polytechnique de Toulouse - INPT, 2014. English. ⟨NNT : 2014INPT0080⟩
Thèse
tel-01198950v2
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