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Wireless Networks

Multi-cellular multi-user multi-antenna are at the core of the application-oriented research in the LANEAS group, with the performance analysis, precoder design, and topology improvement of multicell massive MIMO, small cells, and heterogeneous networks for the design of 5G.

 


Data Mining

A growing activity on BigData is taking place in the LANEAS group, with in particular research in random matrix methods for machine learning and sparse principal component analysis, along with distributed storage and caching techniques in networks.

 


Antenna Array and Network Signal Processing

Applications of our theoretical tools are made in the discipline of signal processing for large antenna arrays, such as improved detection and localization schemes, robust estimation methods, estimation under stationary noise.

 


Mathematical Tools in Large Dimensions

At the core of the LANEAS research are theoretical advances in large dimensional random matrix theory, free probabiliy theory, game theory and mean field games, stochastic geometry and point processes, communication/information theory.

 

News

2018 IEEE Marconi Prize Paper Award in Wireless Communications
2017 EURASIP Best Paper Award for the Journal on Wireless Communications and Networking
2016 STIC Doctoral School Best Scientific Contribution Award
Best Paper Award at European Wireless 2016
2016 IEEE Communications Society Best Tutorial Paper Award
Best PhD Thesis/Publication prize from the Fondation Supélec

Journal Articles

  • A Tractable Closed-Form Expression for the Coverage Probability of Poisson Cellular Networks
  • Human-in-the-Loop Wireless Communications: Machine Learning and Brain-Aware Resource Management
  • Mean-Field Game Theoretic Edge Caching in Ultra-Dense Network
  • Asymptotic analysis of RZF in large-scale MU-MIMO systems over Rician channels
  • Nonorthogonal Multiple Access for Beamforming in Energy-Harvesting Enabled Networks

Conference Articles

  • Collaborative Artificial Intelligence (AI) for User-Cell Association in Ultra-Dense Cellular Systems
  • Achievable Rate Maximization By Passive Intelligent Mirrors
  • Drone-based Antenna Array for Service Time Minimization in Wireless Networks
  • Predicting QoE Factors with Machine Learning
  • Impact of Random Spatial Correlation on the Capacity Scaling of Massive MIMO

Books and Book Chapters

  • Small Cell Networks: Deployment, PHY Techniques, and Resource Management
  • Proactive Caching in 5G Small Cell Networks
  • Optimal Resource Allocation in Coordinated Multi-Cell Systems
  • Reacting to Interference: A mean field Stochastic Game Approach
  • Information-Theoretic Security in Wireless Systems

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