Dual Functional ISAC for Emerging 6G Networks: 5G localization aspects, 6G technical enablers and ML enabled sensing

#communication #machine-learning #sensing #learning-models
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Tomorrow's 6G networks promise the ability to perceive their surroundings with radar‑like functionalities. This tutorial traces that journey, showing how today's 5G Standalone (SA) positioning features can evolve into integrated sensing and communications (ISAC) systems. We begin by revisiting familiar 5G building blocks and demonstrate how new waveform design lets them carry both user data and environmental cues. From there, we explore the trade‑off between spectral efficiency and sensing accuracy, revealing how machine learning models trained on channel state spectrograms push detection and recognition well beyond classical signal processing.

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  • Date: 13 May 2025
  • Time: 07:30 AM UTC to 09:30 AM UTC
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  • IDLab, University of Antwerp
  • The Beacon I Sint-Pietersvliet 7 I 2000 Antwerpen I Belgium
  • Antwerp, Vlaams Brabant
  • Belgium
  • Contact Event Host

  • Johann Marquez-Barja (imec-UAntwerpen) <Johann.Marquez-Barja@imec.be>

  • Co-sponsored by imec / University Antwerpen
  • Starts 08 May 2025 10:00 PM UTC
  • Ends 12 May 2025 10:00 PM UTC
  • No Admission Charge