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DCD-MUSIC: Deep-Learning-Aided Cascaded Differentiable MUSIC Algorithm for Near-Field Localization of Multiple Sources
Arad Gast
,
Luc Le Magoarou
,
Nir Shlezinger
Communication dans un congrès
hal-05025500
v1
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CC Unsupervised Learning for Gain-Phase Impairment Calibration in ISAC Systems
José Miguel Mateos-Ramos
,
Christian Häger
,
Musa Furkan Keskin
,
Luc Le Magoarou
,
Henk Wymeersch
Communication dans un congrès
hal-05054158
v1
|
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Model-based learning for joint channel estimation and hybrid MIMO precoding
Nay Klaimi
,
Amira Bedoui
,
Clément Elvira
,
Philippe Mary
,
Luc Le Magoarou
2025 IEEE 26th International Workshop on Signal Processing and Artificial Intelligence for Wireless Communications (SPAWC), Jul 2025, Guildford Surrey, United Kingdom
Communication dans un congrès
hal-05056429
v3
|
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Efficient Frequency Selective Surface Analysis via End-to-End Model-Based Learning
Cheima Hammami
,
Lucas Polo-López
,
Luc Le Magoarou
Communication dans un congrès
hal-05095912
v1
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Précodage sécurisé pour les réseaux massivement MIMO non-cellulaires
Steve Sawadogo
,
Vincent Savaux
,
Luc Le Magoarou
,
Matthieu Crussière
,
Patrick Savelli
GRETSI'2025, Aug 2025, Strasbourg, France
Communication dans un congrès
hal-05158763
v1
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Model-Based Learning for Location-to-Channel Mapping
Baptiste Chatelier
,
Luc Le Magoarou
,
Vincent Corlay
,
Matthieu Crussière
Communication dans un congrès
hal-04526975
v1
|
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Model-Based Deep Learning for High-Dimensional Periodic Structures
Lucas Polo-López
,
Luc Le Magoarou
,
Romain Contreres
,
María García-Vigueras
Communication dans un congrès
hal-04566490
v1
|
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CSI Compression using Channel Charting
Baptiste Chatelier
,
Vincent Corlay
,
Matthieu Crussière
,
Luc Le Magoarou
Communication dans un congrès
hal-04835586
v1
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Semi-Supervised End-to-End Learning for Integrated Sensing and Communications
José Miguel Mateos-Ramos
,
Baptiste Chatelier
,
Christian Häger
,
Musa Furkan Keskin
,
Luc Le Magoarou
et al.
Communication dans un congrès
hal-04785446
v1
|
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Model-based Deep Learning for Beam Prediction based on a Channel Chart
Taha Yassine
,
Baptiste Chatelier
,
Vincent Corlay
,
Matthieu Crussière
,
Stéphane Paquelet
et al.
Communication dans un congrès
hal-04785426
v1
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Efficient Deep Unfolding for SISO-OFDM Channel Estimation
Baptiste Chatelier
,
Luc Le Magoarou
,
Getachew Redieteab
IEEE international conference on communications (ICC), May 2023, Roma, Italy
Communication dans un congrès
hal-03810183
v1
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Experimentally realized physical-model-based wave control in massively parametrized complex media
Jérôme Sol
,
Hugo Prod’homme
,
Luc Le Magoarou
,
Philipp del Hougne
Photonics Online Meetup 2023, Nov 2023, Online, France
Communication dans un congrès
hal-04297493
v1
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Pervasive AI in next generation wireless: The Hexa-X project perspective
Miltiadis Filippou
,
Vasiliki Lamprousi
,
Jafar Mohammadi
,
Mattia Merluzzi
,
Elif Ustundag Soykan
et al.
IEEE WCCl 2022 - First International Workshop on Artificial Intelligence in beyond 5G and 6G Wireless Networks, Jul 2022, Padoue, Italy
Communication dans un congrès
cea-04454750
v1
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Leveraging triplet loss and nonlinear dimensionality reduction for on-the-fly channel charting
Taha Yassine
,
Luc Le Magoarou
,
Stéphane Paquelet
,
Matthieu Crussière
23rd IEEE International Workshop on Signal Processing Advances in Wireless Communications, SPAWC 2022, Jul 2022, Oulu, Finland
Communication dans un congrès
hal-03629210
v3
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Channel charting based beamforming
Luc Le Magoarou
,
Taha Yassine
,
Stephane Paquelet
,
Matthieu Crussière
Asilomar Conference on Signals, Systems, and Computers, Oct 2022, Pacific Grove, United States
Communication dans un congrès
hal-03882861
v2
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Deep Learning for Location Based Beamforming with Nlos Channels
Luc Le Magoarou
,
Taha Yassine
,
Stéphane Paquelet
,
Matthieu Crussière
Communication dans un congrès
hal-03968183
v1
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On the Computation of Integrals of Bivariate Gaussian Distribution
Vincent Savaux
,
Luc Le Magoarou
IEEE Symposium on Computers and Communications (ISCC), Jul 2020, Rennes, France
Communication dans un congrès
hal-02555869
v1
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Parametric channel estimation for massive MIMO
Luc Le Magoarou
,
Stéphane Paquelet
IEEE statistical signal processing workshop (SSP), Jun 2018, Freiburg, Germany
Communication dans un congrès
hal-01620505
v3
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MIMO Channel Hardening for Ray-based Models
Matthieu Roy
,
Stephane Paquelet
,
Luc Le Magoarou
,
Matthieu Crussière
14th International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob), Oct 2018, Limassol, Cyprus. pp.1-7, ⟨10.1109/wimob.2018.8589085⟩
Communication dans un congrès
hal-02083887
v1
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Analyzing the Approximation Error of the Fast Graph Fourier Transform
Luc Le Magoarou
,
Nicolas Tremblay
,
Rémi Gribonval
ACSSC 2017 - 51st Annual Asilomar Conference on Signals Systems and Computers, Oct 2017, Monterey, California, United States
Communication dans un congrès
hal-01627434
v1
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Are There Approximate Fast Fourier Transforms On Graphs?
Luc Le Magoarou
,
Rémi Gribonval
International Conference on Acoustics, Speech and Signal Processing (ICASSP), Mar 2016, Shanghai, China
Communication dans un congrès
hal-01254108
v2
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FA$\mu$ST: speeding up linear transforms for tractable inverse problems
Luc Le Magoarou
,
Rémi Gribonval
,
Alexandre Gramfort
European Signal Processing Conference (EUSIPCO), Aug 2015, Nice, France
Communication dans un congrès
hal-01156478
v1
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Chasing butterflies: In search of efficient dictionaries
Luc Le Magoarou
,
Rémi Gribonval
Communication dans un congrès
hal-01104696
v2
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Text-informed audio source separation using nonnegative matrix partial co-factorization
Luc Le Magoarou
,
Alexey Ozerov
,
Ngoc Q. K. Duong
IEEE International Workshop on Machine Learning for Signal Processing (MLSP 2013), Sep 2013, Southampton, United Kingdom
Communication dans un congrès
hal-00870066
v1
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Estimation par Maximum de Vraisemblance du sous espace clutter dans un bruit hétérogène rang faible avec application au STAP
Arnaud Breloy
,
Luc Le Magoarou
,
Guillaume Ginolhac
,
Frédéric Pascal
,
Philippe Forster
GRETSI 2013, Sep 2013, Brest, France. pp.1-4
Communication dans un congrès
hal-00871207
v1
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MAXIMUM LIKELIHOOD ESTIMATION OF CLUTTER SUBSPACE IN NON HOMOGENEOUS NOISE CONTEXT
Arnaud Breloy
,
Luc Le Magoarou
,
Guillaume Ginolhac
,
Frédéric Pascal
,
Philippe Forster
21st European Signal Processing Conference (EUSIPCO 2013), Sep 2013, Marrakech, Morocco. pp.1-5
Communication dans un congrès
hal-00871219
v1
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