Výsledky vyhledávání - "Blais, Antoine"

Dissertation/ Thesis

Feasibility of a Direct Sampling Dual-Frequency SDR Galileo Receiver for Civil Aviation

Autor: Blais, Antoine

This thesis studies the relevance of DS SDR architectures applied to Galileo receivers in the specific context of Civil Aviation, characterized in particular by strict requirements of robustness to interference, in particular, interference caused by

Externí odkaz: http://oatao.univ-toulouse.fr/14271/1/Blais.pdf

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Distributional loss for convolutional neural network regression and application to GNSS multi-path estimation

Autor: Gonzalez, Thomas, Blais, Antoine, Couëllan, Nicolas, Ruiz, Christian

Convolutional Neural Network (CNN) have been widely used in image classification. Over the years, they have also benefited from various enhancements and they are now considered as state of the art techniques for image like data. However, when they ar

Externí odkaz: http://arxiv.org/abs/2206.01473

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Akademický článek

Distributional loss for convolutional neural network regression and application to parameter estimation in satellite navigation signals

Autor: Gonzàlez, Thomas, Blais, Antoine, Couëllan, Nicolas, Ruiz, Christian

Publikováno v: In Expert Systems With Applications 1 December 2024 255 Part C

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Convolutional Neural Network for Multipath Detection in GNSS Receivers

Autor: Munin, Evgenii, Blais, Antoine, Couellan, Nicolas

Global Navigation Satellite System (GNSS) signals are subject to different kinds of events causing significant errors in positioning. This work explores the application of Machine Learning (ML) methods of anomaly detection applied to GNSS receiver si

Externí odkaz: http://arxiv.org/abs/1911.02347

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