Luc Le Magoarou Maître de conférences, INSA Rennes

Identifiants chercheurs

IdHAL :

luc-le-magoarou

ORCID :

0000-0001-6531-966X

IdRef :

197010563

Présentation

Publications

Article dans une revue (17)

Near-Field Localization via AI-Aided Subspace Methods Arad Gast,Luc Le Magoarou,Nir Shlezinger IEEE Transactions on Communications, 2026, 74, pp.6117-6132. ⟨10.1109/tcomm.2026.3674179⟩ Article dans une revue hal-05579246v1
Statistical Multiport-Network Modeling and Efficient Discrete Optimization of RIS Cheima Hammami,Luc Le Magoarou,Philipp del Hougne IEEE Wireless Communications Letters, 2026, 15, pp.1425-1429. ⟨10.1109/lwc.2026.3652464⟩ Article dans une revue hal-05491098v1
Projection-Based Precoding for Secure Cell-Free Massive MIMO Networks Steve Sawadogo,Vincent Savaux,Luc Le Magoarou,Matthieu Crussière,Patrick Savelli IEEE Transactions on Vehicular Technology, 2026, pp.1-11. ⟨10.1109/tvt.2026.3668081⟩ Article dans une revue hal-05579198v1
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, 24 (3), pp.2574-2589. ⟨10.1109/twc.2024.3522667⟩ Article dans une revue hal-04869645v1
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, 19 (3), pp.520-535. ⟨10.1109/jstsp.2025.3549952⟩ Article dans une revue hal-05025449v1
Benefits of Mutual Coupling in Dynamic Metasurface Antennas Hugo Prod’homme,Jean Tapie,Luc Le Magoarou,Philipp del Hougne IEEE Transactions on Antennas and Propagation, 2025, 74 (3), pp.2589 - 2604. ⟨10.1109/tap.2025.3640003⟩ Article dans une revue hal-05444102v1
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-04716664v1
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-04566687v1
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 Shlezingeret 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-04505991v1
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-04649544v1
Efficient channel charting via phase-insensitive distance computation Luc Le Magoarou IEEE Wireless Communications Letters, In press Article dans une revue hal-03208431v2
Similarity-based prediction for channel mapping and user positioning Luc Le Magoarou IEEE Communications Letters, In press Article dans une revue hal-02974852v3
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-02472297v3
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 Assaadet al. IEEE Access, 2019, 7, pp.32434-32452. ⟨10.1109/ACCESS.2019.2903654⟩ Article dans une revue hal-03106636v1
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-01416110v3
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-01167948v2
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-01010602v1

Communication dans un congrès (31)

Estimation des DOA avec un réseau d’antennes coprime en présence d’erreurs de gain et de phase des capteurs Hamza Mendil,Yide Wang,Pascal Charge,Luc Le Magoarou Journées Nationales Microondes (JNM 2026), May 2026, Lille, France. pp.sciencesconf.org:jnm2026:690368 Communication dans un congrès hal-05514685v1
Précodage Sécurisé en MIMO Massif : une Approche Basée sur la Projection Steve Sawadogo,Vincent Savaux,Luc Le Magoarou,Matthieu Crussière,Patrick Savelli SEPHYTEM, Nov 2025, Rennes, France Communication dans un congrès hal-05449006v1
Energy-Efficient Secure Cell-free Massive MIMO Precoding With Power Constraints per Access Point for Next Generations of Communications Steve Sawadogo,Vincent Savaux,Luc Le Magoarou,Matthieu Crussière,Patrick Savelli 6GNet, Dec 2025, Paris, France Communication dans un congrès hal-05447951v1
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-05025500v1
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-05054158v1
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. ⟨10.1109/SPAWC66079.2025.11143375⟩ Communication dans un congrès hal-05056429v3
Physically Parameterized Differentiable MUSIC for DoA Estimation with Uncalibrated Arrays Baptiste Chatelier,José Miguel Mateos-Ramos,Vincent Corlay,Christian Häger,Matthieu Crussièreet al. ICC 2025 - IEEE International Conference on Communications, Jun 2025, Montreal, Canada. ⟨10.1109/icc52391.2025.11161736⟩ Communication dans un congrès hal-04766264v4
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-05158763v1
Channel Charting for Efficient Precoding in Cell-Free Massive MIMO Hussein Abbass,Luc Le Magoarou,Joumana Farah,Matthieu Crussière Asilomar Conference on Signals, Systems, and Computers, Oct 2025, California, United States Communication dans un congrès hal-05393026v1
Efficient Frequency Selective Surface Analysis via End-to-End Model-Based Learning Cheima Hammami,Lucas Polo-López,Luc Le Magoarou 2025 19th European Conference on Antennas and Propagation (EuCAP), Mar 2025, Stockholm, Sweden. pp.1-5, ⟨10.23919/eucap63536.2025.10999486⟩ Communication dans un congrès hal-05095912v1
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-04526975v1
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-04835586v1
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-04566490v1
Semi-Supervised End-to-End Learning for Integrated Sensing and Communications José Miguel Mateos-Ramos,Baptiste Chatelier,Christian Häger,Musa Furkan Keskin,Luc Le Magoarouet 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-04785446v1
Model-based Deep Learning for Beam Prediction based on a Channel Chart Taha Yassine,Baptiste Chatelier,Vincent Corlay,Matthieu Crussière,Stéphane Paqueletet 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-04785426v1
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-03810183v1
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-04297493v1
Pervasive AI in next generation wireless: The Hexa-X project perspective Miltiadis Filippou,Vasiliki Lamprousi,Jafar Mohammadi,Mattia Merluzzi,Elif Ustundag Soykanet 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-04454750v1
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-03629210v3
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-03882861v2
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-03968183v1
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-02555869v1
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-01620505v3
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-02083887v1
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-01627434v1
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-01254108v2
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-01156478v1
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-01104696v2
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-00870066v1
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-00871207v1
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-00871219v1

Document associé à des manifestations scientifiques (2)

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-01158057v1
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-01010766v1

Pré-publication, Document de travail (18)

Physically constrained unfolded multi-dimensional OMP for large MIMO systems Nay Klaimi,Clément Elvira,Philippe Mary,Luc Le Magoarou 2026 Pré-publication, Document de travail (preprint/prepublication) hal-05458154v1
Model-based Implicit Neural Representation for sub-wavelength Radio Localization Baptiste Chatelier,Vincent Corlay,Musa Furkan Keskin,Matthieu Crussière,Henk Wymeerschet al. 2026 Pré-publication, Document de travail hal-05093435v3
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-04612749v4
Average and Worst-case Analysis of MIMO Beamforming Loss due to Hardware Impairments Xuan Chen,Matthieu Crussière,Luc Le Magoarou 2025 Pré-publication, Document de travail (preprint/prepublication) hal-05317438v2
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-04746410v1
MODEL-BASED LEARNING FOR LOCATION-TO-CHANNEL MAPPING Baptiste Chatelier,Luc Le Magoarou,Vincent Corlay,Matthieu Crussière 2023 Pré-publication, Document de travail hal-04187722v1
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-04206496v1
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-04174477v1
Optimizing Multicarrier Multiantenna Systems for LoS Channel Charting Taha Yassine,Luc Le Magoarou,Matthieu Crussière,Stephane Paquelet 2023 Pré-publication, Document de travail hal-04218039v2
Model-based Deep Learning for Beam Prediction based on a Channel Chart Taha Yassine,Baptiste Chatelier,Vincent Corlay,Matthieu Crussière,Stephane Paqueletet al. 2023 Pré-publication, Document de travail hal-04318460v1
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-04188506v1
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-03503074v1
Online unsupervised deep unfolding for MIMO channel estimation Luc Le Magoarou,Stéphane Paquelet 2020 Pré-publication, Document de travail hal-02557873v4
Performance of MIMO channel estimation with a physical model Luc Le Magoarou,Stéphane Paquelet 2019 Pré-publication, Document de travail hal-02022541v1
Massive MIMO channel estimation taking into account spherical waves Luc Le Magoarou,Antoine Le Calvez,Stéphane Paquelet 2018 Pré-publication, Document de travail hal-01920442v2
MIMO Channel Hardening: A Physical Model based Analysis Matthieu Roy,Stéphane Paquelet,Luc Le Magoarou,Matthieu Crussière 2018 Pré-publication, Document de travail hal-01770014v1
Bias-variance tradeoff in MIMO channel estimation Luc Le Magoarou,Stéphane Paquelet 2018 Pré-publication, Document de travail hal-01771225v3
Learning computationally efficient dictionaries and their implementation as fast transforms Luc Le Magoarou,Rémi Gribonval 2015 Pré-publication, Document de travail hal-01010577v3

Thèse (1)

Matrices efficientes pour le traitement du signal et l'apprentissage automatique Luc Le Magoarou Traitement du signal et de l'image [eess.SP]. INSA de Rennes, 2016. Français. ⟨NNT : 2016ISAR0008⟩ Thèse tel-01412558v1