Search Results for author: José Miguel Mateos-Ramos

Found 7 papers, 3 papers with code

Semi-Supervised End-to-End Learning for Integrated Sensing and Communications

1 code implementation15 Oct 2023 José Miguel Mateos-Ramos, Baptiste Chatelier, Christian Häger, Musa Furkan Keskin, Luc Le Magoarou, Henk Wymeersch

Integrated sensing and communications (ISAC) is envisioned as one of the key enablers of next-generation wireless systems, offering improved hardware, spectral, and energy efficiencies.

ISAC Position

Model-Based End-to-End Learning for Multi-Target Integrated Sensing and Communication under Hardware Impairments

1 code implementation9 Jul 2023 José Miguel Mateos-Ramos, Christian Häger, Musa Furkan Keskin, Luc Le Magoarou, Henk Wymeersch

We propose a novel differentiable version of the orthogonal matching pursuit (OMP) algorithm that is suitable for multi-target sensing and allows for efficient end-to-end learning of the hardware impairments.

Integrated sensing and communication ISAC

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