56 citations
- Institut d'Électronique et des Technologies du numéRiqueFR7 papers
- Centre National de la Recherche ScientifiqueFR5 papers
- Institut de Recherche en Informatique et Systèmes AléatoiresFR5 papers
- Institut National des Sciences Appliquées de RennesFR5 papers
- Université de RennesFR4 papers
- Institut national de recherche en sciences et technologies du numériqueFR2 papers
- Centre Inria de l'Université de RennesFR1 paper
- Communication, Information, MédiasFR1 paper
- École Nationale Supérieure de Techniques AvancéesFR1 paper
- École nationale supérieure de techniques avancées BretagneFR1 paper
- EURECOMFR1 paper
- Huazhong University of Science and TechnologyCN1 paper
21 papers
Optimizing Multicarrier Multiantenna Systems for LoS Channel Charting
Taha Yassine, Luc Le Magoarou, Matthieu Crussière +1
Channel charting (CC) consists in learning a mapping between the space of raw channel observations, made available from pilot-based channel estimation in multicarrier multiantenna…
Geometric Batch Optimization for the Packing Equal Circles in a Circle Problem on Large Scale
Jianrong Zhou, Kun He, Jiongzhi Zheng +1
The problem of packing equal circles in a circle is a classic and famous packing problem, which is well-studied in academia and has a variety of applications in industry. This prob…
Channel charting based beamforming
Luc Le Magoarou, Taha Yassine, Stephane Paquelet +1
Channel charting (CC) is an unsupervised learning method allowing to locate users relative to each other without reference. From a broader perspective, it can be viewed as a way to…
Efficient Deep Unfolding for SISO-OFDM Channel Estimation
Baptiste Chatelier, Luc Le Magoarou, Getachew Redieteab
In modern communication systems, channel state information is of paramount importance to achieve capacity. It is then crucial to accurately estimate the channel. It is possible to…
RISCLESS: A Reinforcement Learning Strategy to Exploit Unused Cloud Resources
Sidahmed Yalles, Mohamed Handaoui, Jean-Emile Dartois +3
One of the main objectives of Cloud Providers (CP) is to guarantee the Service-Level Agreement (SLA) of customers while reducing operating costs. To achieve this goal, CPs have bui…
TwistSLAM: Constrained SLAM in Dynamic Environment
Mathieu Gonzalez, Eric Marchand, Amine Kacete +1
Classical visual simultaneous localization and mapping (SLAM) algorithms usually assume the environment to be rigid. This assumption limits the applicability of those algorithms as…