no code implementations • 22 Jul 2024 • Fabian Ulbricht, Gian Marti, Reinhard Wiesmayr, Christoph Studer
Despite extensive research on jamming attacks on wireless communication systems, the potential of machine learning for amplifying the threat of such attacks, or our ability to mitigate them, remains largely untapped.
no code implementations • 24 Apr 2024 • Benjamin J. B. Deutschmann, Christian Nelson, Mikael Henriksson, Gian Marti, Alva Kosasih, Nuutti Tervo, Erik Leitinger, Fredrik Tufvesson
Distributed multiple-input multiple-output (D-MIMO) is a promising technology for simultaneous communication and positioning.
no code implementations • 8 Apr 2024 • Gian Marti, Flurin Arquint, Christoph Studer
JASS detects a randomized synchronization sequence based on a novel optimization problem that fits a spatial filter to the time-windowed receive signal in order to mitigate the jammer.
2 code implementations • 25 Oct 2022 • Reinhard Wiesmayr, Gian Marti, Chris Dick, Haochuan Song, Christoph Studer
Even though machine learning (ML) techniques are being widely used in communications, the question of how to train communication systems has received surprisingly little attention.