Search Results for author: Frédéric Barbaresco

Found 5 papers, 0 papers with code

Multi-Radar Tracking Optimization for Collaborative Combat

no code implementations20 Oct 2020 Nouredine Nour, Reda Belhaj-Soullami, Cédric Buron, Alain Peres, Frédéric Barbaresco

Smart Grids of collaborative netted radars accelerate kill chains through more efficient cross-cueing over centralized command and control.

reinforcement-learning Reinforcement Learning (RL)

The Basic Geometric Structures of Electromagnetic Digital Information: Statistical characterization of the digital measurement of spatio-Doppler and polarimetric fluctuations of the radar electromagnetic wave

no code implementations26 Jun 2020 Frédéric Barbaresco, Yann Cabanes

The aim is to describe new geometric approaches to define the statistics of spatio-temporal and polarimetric measurements of the states of an electromagnetic wave, using the works of Maurice Fr{\'e}chet, Jean-Louis Koszul and Jean-Marie Souriau, with in particular the notion of 'average' state of this digital measurement as a Fr{\'e}chet barycentre in a metric space and a model derived from statistical mechanics to define and calculate a maximum density of entropy (extension of the notion of Gaussian) to describe the fluctuations of the electromagnetic wave.

AI-Augmented Multi Function Radar Engineering with Digital Twin: Towards Proactivity

no code implementations18 Jun 2020 Mathieu Klein, Thomas Carpentier, Eric Jeanclaude, Rami Kassab, Konstantinos Varelas, Nico de Bruijn, Frédéric Barbaresco, Yann Briheche, Yann Semet, Florence Aligne

Thales new generation digital multi-missions radars, fully-digital and software-defined, like the Sea Fire and Ground Fire radars, benefit from a considerable increase of accessible degrees of freedoms to optimally design their operational modes.

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