Luc Le Magoarou

Maître de conférences, INSA Rennes
56
Documents
Affiliations actuelles
  • Institut National des Sciences Appliquées - Rennes (INSA Rennes)
  • Institut d'Électronique et des Technologies du numéRique (IETR)
Contact

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Publications

Model-Based Learning for Multi-Antenna Multi-Frequency Location-to-Channel Mapping

Baptiste Chatelier , Vincent Corlay , Matthieu Crussière , Luc Le Magoarou
IEEE Journal of Selected Topics in Signal Processing, 2025, pp.1-16. ⟨10.1109/jstsp.2025.3549952⟩
Article dans une revue hal-05025449 v1

Model-Based End-to-End Learning for Multi-Target Integrated Sensing and Communication under Hardware Impairments

José Miguel Mateos-Ramos , Christian Häger , Musa Furkan Keskin , Luc Le Magoarou , Henk Wymeersch
IEEE Transactions on Wireless Communications, 2025, pp.1-1. ⟨10.1109/twc.2024.3522667⟩
Article dans une revue hal-04869645 v1
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Optimal Blind Focusing on Perturbation‐Inducing Targets in Sub‐Unitary Complex Media

Jérôme Sol , Luc Le Magoarou , Philipp del Hougne
Laser and Photonics Reviews, 2024, 2024, pp.2400619. ⟨10.1002/lpor.202400619⟩
Article dans une revue hal-04716664 v1
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On the Tacit Linearity Assumption in Common Cascaded Models of RIS-Parametrized Wireless Channels

Antonin Rabault , Luc Le Magoarou , Jérôme Sol , George C Alexandropoulos , Nir Shlezinger et al.
IEEE Transactions on Wireless Communications, 2024, Ieee Transactions On Wireless Communications, 23 (8), pp.10001 - 10014. ⟨10.1109/twc.2024.3367953⟩
Article dans une revue hal-04505991 v1
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Experimentally realized physical-model-based frugal wave control in metasurface-programmable complex media

Jérôme Sol , Hugo Prod’homme , Luc Le Magoarou , Philipp del Hougne
Nature Communications, 2024, 15 (1), pp.2841. ⟨10.1038/s41467-024-46916-2⟩
Article dans une revue hal-04566687 v1
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Optimizing Multicarrier Multiantenna Systems for LoS Channel Charting

Taha Yassine , Luc Le Magoarou , Matthieu Crussière , Stéphane Paquelet
IEEE Transactions on Wireless Communications, 2024, ⟨10.1109/twc.2024.3417892⟩
Article dans une revue hal-04649544 v1
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mpNet: variable depth unfolded neural network for massive MIMO channel estimation

Taha Yassine , Luc Le Magoarou
IEEE Transactions on Wireless Communications, 2022, 21 (07), pp.5703 - 5714
Article dans une revue hal-02913045 v3
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Efficient channel charting via phase-insensitive distance computation

Luc Le Magoarou
IEEE Wireless Communications Letters, In press
Article dans une revue hal-03208431 v2
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Channel estimation: unified view of optimal performance and pilot sequences

Luc Le Magoarou , Stéphane Paquelet
IEEE Transactions on Signal Processing, In press
Article dans une revue hal-02472297 v3
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Similarity-based prediction for channel mapping and user positioning

Luc Le Magoarou
IEEE Communications Letters, In press
Article dans une revue hal-02974852 v3

Exploiting the Massive MIMO Channel Structural Properties for Minimization of Channel Estimation Error and Training Overhead

Samer Bazzi , Stelios Stefanatos , Luc Le Magoarou , Salah Eddine Hajri , Mohamad Assaad et al.
IEEE Access, 2019, 7, pp.32434-32452. ⟨10.1109/ACCESS.2019.2903654⟩
Article dans une revue hal-03106636 v1
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Approximate fast graph Fourier transforms via multi-layer sparse approximations

Luc Le Magoarou , Rémi Gribonval , Nicolas Tremblay
IEEE Transactions on Signal and Information Processing over Networks, 2018, 4 (2), pp.407--420. ⟨10.1109/TSIPN.2017.2710619⟩
Article dans une revue hal-01416110 v3
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Flexible Multi-layer Sparse Approximations of Matrices and Applications

Luc Le Magoarou , Rémi Gribonval
IEEE Journal of Selected Topics in Signal Processing, 2016, 10 (4), pp.688-700. ⟨10.1109/JSTSP.2016.2543461⟩
Article dans une revue hal-01167948 v2
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Text-informed audio source separation. Example-based approach using non-negative matrix partial co-factorization

Luc Le Magoarou , Alexey Ozerov , Ngoc Duong
Journal of Signal Processing Systems, 2014, pp.13
Article dans une revue hal-01010602 v1

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
ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Apr 2025, Hyderabad, India. pp.1-5, ⟨10.1109/icassp49660.2025.10890700⟩
Communication dans un congrès hal-05054158 v1

DCD-MUSIC: Deep-Learning-Aided Cascaded Differentiable MUSIC Algorithm for Near-Field Localization of Multiple Sources

Arad Gast , Luc Le Magoarou , Nir Shlezinger
ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Apr 2025, Hyderabad, India. pp.1-5, ⟨10.1109/icassp49660.2025.10888295⟩
Communication dans un congrès hal-05025500 v1

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.
1st IEEE International Conference on Machine Learning for Communication and Networking (IEEE ICMLCN), May 2024, Stockholm, Sweden. ⟨10.1109/ICMLCN59089.2024.10624785⟩
Communication dans un congrès hal-04785446 v1
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Model-Based Learning for Location-to-Channel Mapping

Baptiste Chatelier , Luc Le Magoarou , Vincent Corlay , Matthieu Crussière
ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Apr 2024, Seoul, South Korea. ⟨10.1109/icassp48485.2024.10446774⟩
Communication dans un congrès hal-04526975 v1

Model-Based Deep Learning for High-Dimensional Periodic Structures

Lucas Polo-López , Luc Le Magoarou , Romain Contreres , María García-Vigueras
2024 18th European Conference on Antennas and Propagation (EuCAP), Mar 2024, Glasgow, United Kingdom. ⟨10.23919/eucap60739.2024.10501726⟩
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
2024 58th Asilomar Conference on Signals, Systems, and Computers, Oct 2024, Pacific Grove, United States. ⟨10.1109/IEEECONF60004.2024.10942729⟩
Communication dans un congrès hal-04835586 v1

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

Model-based Deep Learning for Beam Prediction based on a Channel Chart

Taha Yassine , Baptiste Chatelier , Vincent Corlay , Matthieu Crussière , Stéphane Paquelet et al.
57th Asilomar Conference on Signals, Systems and Computers, Oct 2023, Pacific Grove, United States. ⟨10.1109/IEEECONF59524.2023.10476981⟩
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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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

Deep Learning for Location Based Beamforming with Nlos Channels

Luc Le Magoarou , Taha Yassine , Stéphane Paquelet , Matthieu Crussière
47th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2022, Singapore, Singapore. ⟨10.1109/ICASSP43922.2022.9747293⟩
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
International Conference on Acoustics, Speech and Signal Processing (ICASSP), Apr 2015, Brisbane, Australia. ⟨10.1109/ICASSP.2015.7178579⟩
Communication dans un congrès hal-01104696 v2
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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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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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Multi-layer Sparse Matrix Factorization

Luc Le Magoarou , Rémi Gribonval
SPARS 2015 Signal Processing with Adaptive Sparse Structured Representations, Jul 2015, Cambridge, United Kingdom
Document associé à des manifestations scientifiques hal-01158057 v1
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Strategies to learn computationally efficient and compact dictionaries

Luc Le Magoarou , Rémi Gribonval
International Traveling Workshop on Interactions between Sparse models and Technology (iTWIST), Aug 2014, Namur, Belgium
Document associé à des manifestations scientifiques hal-01010766 v1
Image document

Model-based learning for multi-antenna multi-frequency location-to-channel mapping

Baptiste Chatelier , Vincent Corlay , Matthieu Crussière , Luc Le Magoarou
2025
Pré-publication, Document de travail hal-04612749 v4
Image document

Physically Parameterized Differentiable MUSIC for DoA Estimation with Uncalibrated Arrays

Baptiste Chatelier , José Miguel Mateos-Ramos , Vincent Corlay , Christian Häger , Matthieu Crussière et al.
2025
Pré-publication, Document de travail hal-04766264 v4
Image document

Efficient Frequency Selective Surface Analysis via End-to-End Model-Based Learning

Cheima Hammami , Lucas Polo-López , Luc Le Magoarou
2024
Pré-publication, Document de travail hal-04746410 v1
Image document

MODEL-BASED LEARNING FOR LOCATION-TO-CHANNEL MAPPING

Baptiste Chatelier , Luc Le Magoarou , Vincent Corlay , Matthieu Crussière
2023
Pré-publication, Document de travail hal-04187722 v1
Image document

Model-based Deep Learning for High-Dimensional Periodic Structures

Lucas Polo-López , Luc Le Magoarou , Romain Contreres , María García-Vigueras
2023
Pré-publication, Document de travail hal-04206496 v1
Image document

Experimentally realized physical-model-based wave control in metasurface-programmable complex media

Jérôme Sol , Hugo Prod'Homme , Luc Le Magoarou , Philipp del Hougne
2023
Pré-publication, Document de travail hal-04174477 v1
Image document

Optimizing Multicarrier Multiantenna Systems for LoS Channel Charting

Taha Yassine , Luc Le Magoarou , Matthieu Crussière , Stephane Paquelet
2023
Pré-publication, Document de travail hal-04218039 v2
Image document

Model-based Deep Learning for Beam Prediction based on a Channel Chart

Taha Yassine , Baptiste Chatelier , Vincent Corlay , Matthieu Crussière , Stephane Paquelet et al.
2023
Pré-publication, Document de travail hal-04318460 v1
Image document

Cartographie du canal par réduction de dimension et réseaux triplets

Taha Yassine , Luc Le Magoarou , Baptiste Chatelier , Stéphane Paquelet , Matthieu Crussière
2023
Pré-publication, Document de travail hal-04188506 v1
Image document

DEEP LEARNING FOR LOCATION BASED BEAMFORMING WITH NLOS CHANNELS

Luc Le Magoarou , Taha Yassine , Stéphane Paquelet , Matthieu Crussière
2021
Pré-publication, Document de travail hal-03503074 v1
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Online unsupervised deep unfolding for MIMO channel estimation

Luc Le Magoarou , Stéphane Paquelet
2020
Pré-publication, Document de travail hal-02557873 v4
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Performance of MIMO channel estimation with a physical model

Luc Le Magoarou , Stéphane Paquelet
2019
Pré-publication, Document de travail hal-02022541 v1
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Bias-variance tradeoff in MIMO channel estimation

Luc Le Magoarou , Stéphane Paquelet
2018
Pré-publication, Document de travail hal-01771225 v3
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MIMO Channel Hardening: A Physical Model based Analysis

Matthieu Roy , Stéphane Paquelet , Luc Le Magoarou , Matthieu Crussière
2018
Pré-publication, Document de travail hal-01770014 v1
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Massive MIMO channel estimation taking into account spherical waves

Luc Le Magoarou , Antoine Le Calvez , Stéphane Paquelet
2018
Pré-publication, Document de travail hal-01920442 v2
Image document

Learning computationally efficient dictionaries and their implementation as fast transforms

Luc Le Magoarou , Rémi Gribonval
2015
Pré-publication, Document de travail hal-01010577 v3