Luc Le Magoarou

Maître de conférences, INSA Rennes
67
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

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

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
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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, pp.1-1. ⟨10.1109/tap.2025.3640003⟩

Article dans une revue hal-05444102v1
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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-04566687v1
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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-04716664v1
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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-04505991v1
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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-04649544v1
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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-03208431v2
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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-02974852v3
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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-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 Assaad et al.

IEEE Access, 2019, 7, pp.32434-32452. ⟨10.1109/ACCESS.2019.2903654⟩

Article dans une revue hal-03106636v1
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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-01416110v3
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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-01167948v2
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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-01010602v1

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
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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
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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

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
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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

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
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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. ⟨10.1109/SPAWC66079.2025.11143375⟩

Communication dans un congrès hal-05056429v3
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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-05158763v1
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Physically Parameterized Differentiable MUSIC for DoA Estimation with Uncalibrated Arrays

Baptiste Chatelier , José Miguel Mateos-Ramos , Vincent Corlay , Christian Häger , Matthieu Crussière et al.

ICC 2025 - IEEE International Conference on Communications, Jun 2025, Montreal, Canada. ⟨10.1109/icc52391.2025.11161736⟩

Communication dans un congrès hal-04766264v4
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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
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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
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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-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
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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-04526975v1

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-04785446v1

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-04785426v1
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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-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
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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-03629210v3
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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-04454750v1
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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-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
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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-02555869v1
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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-01620505v3
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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-02083887v1
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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-01627434v1
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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-01254108v2
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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-01156478v1
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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-01104696v2
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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-00870066v1
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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-00871207v1
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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-00871219v1
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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-01158057v1
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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-01010766v1
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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
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Model-based Implicit Neural Representation for sub-wavelength Radio Localization

Baptiste Chatelier , Vincent Corlay , Musa Furkan Keskin , Matthieu Crussière , Henk Wymeersch et al.

2026

Pré-publication, Document de travail hal-05093435v3
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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
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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
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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
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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
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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
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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
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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
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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-04318460v1
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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
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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
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Online unsupervised deep unfolding for MIMO channel estimation

Luc Le Magoarou , Stéphane Paquelet

2020

Pré-publication, Document de travail hal-02557873v4
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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-02022541v1
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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-01920442v2
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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-01770014v1
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Bias-variance tradeoff in MIMO channel estimation

Luc Le Magoarou , Stéphane Paquelet

2018

Pré-publication, Document de travail hal-01771225v3
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Learning computationally efficient dictionaries and their implementation as fast transforms

Luc Le Magoarou , Rémi Gribonval

2015

Pré-publication, Document de travail hal-01010577v3