Search Results for author: Vijaya Yajnanarayana

Found 5 papers, 0 papers with code

6G Positioning and Sensing Through the Lens of Sustainability, Inclusiveness, and Trustworthiness

no code implementations24 Sep 2023 Henk Wymeersch, Hui Chen, Hao Guo, Musa Furkan Keskin, Bahare M. Khorsandi, Mohammad H. Moghaddam, Alejandro Ramirez, Kim Schindhelm, Athanasios Stavridis, Tommy Svensson, Vijaya Yajnanarayana

6G promises a paradigm shift in which positioning and sensing are inherently integrated, enhancing not only the communication performance but also enabling location- and context-aware services.

Spatial Signal Design for Positioning via End-to-End Learning

no code implementations26 Sep 2022 Steven Rivetti, Josè Miguel Mateos-Ramos, Yibo Wu, Jinxiang Song, Musa Furkan Keskin, Vijaya Yajnanarayana, Christian Häger, Henk Wymeersch

This letter considers the problem of end-to-end learning for joint optimization of transmitter precoding and receiver processing for mmWave downlink positioning.

Position

End-to-End Learning for Integrated Sensing and Communication

no code implementations3 Nov 2021 José Miguel Mateos-Ramos, Jinxiang Song, Yibo Wu, Christian Häger, Musa Furkan Keskin, Vijaya Yajnanarayana, Henk Wymeersch

The approach includes the proposal of the AE architecture, a novel ISAC loss function, and the training procedure.

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