SS_11: AI/ML-based Disruptive Approaches for Next Generation Wireless Communication Systems |
| Session Type: Lecture |
| Time: Tuesday, August 30, 11:20 - 13:00 |
| Location: Mediterranean |
| Session Chairs: Carles Antón-Haro, CTTC and Adrian Agustin, CTTC |
| SS_11.1: DEEP LEARNING FOR UPLINK CSI-BASED DOWNLINK PRECODING IN FDD MASSIVE MIMO EVALUATED ON INDOOR MEASUREMENTS |
| Florian Euchner, Niklas Süppel, Marc Gauger, Sebastian Dörner, Stephan ten Brink, University of Stuttgart, Germany |
| SS_11.2: JOINT CHANNEL ESTIMATION AND HYBRID BEAMFORMING VIA DEEP-UNFOLDING |
| Kai Kang, Qiyu Hu, Yunlong Cai, Guanding Yu, College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, China, China; Hoydis Jakob, NVIDIA, 06906 Sophia Antipolis, France, France; C. Eldar Yonina, Department of Mathematics and Computer Science, Weizmann Institute of Science, Rehovot 7610001, Israel, Israel |
| SS_11.3: FEDERATED REINFORCEMENT LEARNING UAV TRAJECTORY DESIGN FOR FAST LOCALIZATION OF GROUND USERS |
| Arzhang Shahbazi, Marco Di Renzo, Centre national de la recherche scientifique, France; Igor Donevski, Jimmy Jessen Nielsen, Aalborg University, Denmark |
| SS_11.4: GPU-ACCELERATED MACHINE LEARNING IN NON-ORTHOGONAL MULTIPLE ACCESS |
| Daniel Schäufele, Matthias Mehlhose, Sławomir Stańczak, Fraunhofer Heinrich Hertz Institute, Germany; Guillermo Marcus, Nikolaus Binder, Alexander Keller, NVIDIA, Germany |