7 citations · 13 across the 6 of their papers we have counts for
6 papers
Optimal blind focusing on perturbation-inducing targets in sub-unitary complex media
Jérôme Sol, Luc Le Magoarou, Philipp del Hougne
The scattering of waves in a complex medium is perturbed by polarizability changes or motion of embedded targets. These perturbations could serve as perfectly non-invasive guidesta…
Model-based Deep Learning for High-Dimensional Periodic Structures
Lucas Polo-López, Luc Le Magoarou, Romain Contreres +1
This work presents a deep learning surrogate model for the fast simulation of high-dimensional frequency selective surfaces. We consider unit-cells which are built as multiple conc…
Model-based learning for location-to-channel mapping
Baptiste Chatelier, Luc Le Magoarou, Vincent Corlay +1
Modern communication systems rely on accurate channel estimation to achieve efficient and reliable transmission of information. As the communication channel response is highly rela…
Experimentally realized physical-model-based wave control in metasurface-programmable complex media
Jérôme Sol, Hugo Prod'homme, Luc Le Magoarou +1
The reconfigurability of radio environments with programmable metasurfaces is considered a key feature of next-generation wireless networks. Identifying suitable metasurface config…
Deep learning for location based beamforming with NLOS channels
Luc Le Magoarou, Taha Yassine, Stéphane Paquelet +1
Massive MIMO systems are highly efficient but critically rely on accurate channel state information (CSI) at the base station in order to determine appropriate precoders. CSI acqui…
Learning computationally efficient dictionaries and their implementation as fast transforms
Luc Le Magoarou, Rémi Gribonval
Dictionary learning is a branch of signal processing and machine learning that aims at finding a frame (called dictionary) in which some training data admits a sparse representatio…