Towards an AI-native, user-centric air interface for 6G networks

Project Information

CENTRIC

Grant agreement ID: 101096379

DOI 10.3030/101096379

EC signature date 16 November 2022

Start date 1 January 2023

End date 30 June 2025

Funded under

• Digital, Industry and Space

Total cost € 4 528 534,75

EU contribution € 4 215 999,00

Coordinated by

EURESCOM-EUROPEAN INSTITUTE FOR RESEARCH AND STRATEGIC STUDIES IN TELECOMMUNICATIONS GMBH
Germany

Deliverables

Documents, reports (1)

Early results on KPIs/KVIs, testing methodologies and benchmarking

This report will contain draft definitions of key performance/value indicators that CENTRIC would like to propose for 6G networks. This summarises initial results from T5.1 and T5.2.

Publications

Conference proceedings (8)

DIN: A Decentralized Inexact Newton Algorithm for Consensus Optimization

Author(s): Abdulmomen Ghalka, Chaouki Ben Issaid, Anis Elgabli, Mehdi Bennis
Published in: ICC 2023 - IEEE International Conference on Communications, 2023, ISSN 1938-1883
Publisher: IEEE
DOI: 10.1109/ICC45041.2023.10278721

IEEE Transactions on Network and Service Management

Author(s): S. Tripathi and C. F. Chiasserini
Published in: IEEE Transactions on Network and Service Management, Issue Volume: 18, Issue: 3, 2023, ISSN 1932-4537
Publisher: IEEE
DOI: 10.1109/GLOBECOM54140.2023.10437278

Matching DNN Compression and Cooperative Training with Resources and Data Availability

Author(s): Carla Fabiana Chiasserini, Francesco Malandrino, Giuseppe Di Giacomo, Marco Levorato, Armin Karamaza
Published in: 2023, ISSN 2641-9874
Publisher: IEEE
DOI: 10.48550/arXiv.2212.02304

Modular Model-Based Bayesian Learning for Uncertainty-Aware and Reliable Deep MIMO Receivers

Author(s): Raviv, Tomer; Park, Sangwoo; Simeone, Osvaldo; Shlezinger, Nir
Published in: IEEE International Conference on Communications 2023, 2023, ISSN 2694-2941
Publisher: IEEE
DOI: 10.48550/arxiv.2302.02436

Sionna RT: Differentiable Ray Tracing for Radio Propagation Modeling

Author(s): Hoydis, Jakob; Aoudia, Fayçal Aït; Cammerer, Sebastian; Nimier-David, Merlin; Binder, Nikolaus; Marcus, Guillermo; Keller, Alexander
Published in: IEEE Globecom 2023, 2023
Publisher: -
DOI: 10.48550/arxiv.2303.11103

Emergent Communication Protocol Learning for Task Offloading in Industrial Internet of Things

Author(s): Salwa Mostafa, Mateus P. Mota, Alvaro Valcarce, Mehdi Bennis
Published in: 2023 IEEE Global Communications Conference: IoT and Sensor Networks, 2023
Publisher: -
DOI: 10.48550/arXiv.2401.12914

nRMap: An Online Radio Mapping Approach for Large Intelligent Surfaces

Author(s): Herman L. Santos, Victor Croisfelt, Cristian J. Vaca-Rubio, Taufik Abrao, Petar Popovski
Published in: 2023, ISSN 2694-2941
Publisher: IEEE
DOI: 10.48550/arXiv.2302.02638

A Neural Receiver for 5G NR Multi-user MIMO

Author(s): Sebastian Cammerer, Fayçal Aït Aoudia, Jakob Hoydis, Andreas Oeldemann, Andreas Roessler, Timo Mayer, Alexander Keller
Published in: IEEE Globecom 2023, 2023
Publisher: -
DOI: 10.48550/arXiv.2312.02601

Other (4)

CENTRIC Flyer

Author(s): Audrey Bienvenu
Published in: 2023
Publisher: CENTRIC
DOI: 10.5281/zenodo.10722673

Whitepaper - The CENTRIC Project Vision on Sustainable AI-native Air-interface for 6G Networks

Author(s): Ramoni Ojekunle Adeogun, Halid Hrasnica, Carles Navarro Manchon, Audrey Bienvenu
Published in: 2024
Publisher: -
DOI: 10.5281/zenodo.10720915

The Role of AI on 6G MAC

Author(s): Harish Viswanathan, Silvio Mandelli, Petteri Kela, Alvaro Valcarce Rial
Published in: IEEE COMMUNICATIONS MAGAZINE, 2023
Publisher: IEEE
DOI: 10.36227/techrxiv.23708310

Booth rollup featuring CENTRIC & 6G-BRAINS research topics

Author(s): Anastasius Gavras, Audrey Bienvenu
Published in: 2023
Publisher: FOKUS FUSECO Forum 2023
DOI: 10.5281/zenodo.10033728

Peer reviewed articles (7)

Information Bottleneck-Inspired Type Based Multiple Access for Remote Estimation in IoT Systems

Author(s): Meiyi Zhu; Chunyan Feng; Caili Guo; Nan Jiang; Osvaldo Simeone
Published in: IEEE SIGNAL PROCESSING LETTERS, Issue 30, 2023, ISSN 1558-2361
Publisher: IEEE
DOI: 10.48550/arxiv.2212.09337

Guaranteed Dynamic Scheduling of Ultra-Reliable Low-Latency Traffic via Conformal Prediction

Author(s): Kfir M. Cohen; Sangwoo Park; Osvaldo Simeone; Petar Popovski; Shlomo Shamai
Published in: IEEE SIGNAL PROCESSING LETTERS, Issue 30, 2023, ISSN 1558-2361
Publisher: IEEE
DOI: 10.48550/arxiv.2302.07675

Bayesian and Multi-Armed Contextual Meta-Optimization for Efficient Wireless Radio Resource Management

Author(s): Yunchuan Zhang; Osvaldo Simeone; Sharu Theresa Jose; Lorenzo Maggi; Alvaro Valcarce Rial
Published in: IEEE Transactions on Cognitive Communications and Networking, Issue Vol. 9, Issue 5, 2023, ISSN 2332-7731
Publisher: IEEE
DOI: 10.48550/arxiv.2301.06510

Tuning DNN Model Compression to Resource and Data Availability in Cooperative Training

Author(s): Francesco Malandrino, Giuseppe Di Giacomo, Armin Karamzade, Marco Levorato, Carla Fabiani Chiasserini
Published in: IEEE/ACM Transactions on Networking, 2023, ISSN 1558-2566
Publisher: IEEE
DOI: 10.1109/TNET.2023.3323023

IEEE Internet of Things Journal

Author(s): Abanoub M. Girgis; Hyowoon Seo; Jihong Park; Mehdi Bennis
Published in: IEEE Internet of Things Journal, 2023, ISSN 2327-4662
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/JIOT.2023.3337109

Computer Networks

Author(s): Francesco Malandrino, Alessandro Nordio, Carla Fabiana Chiasserini
Published in: Computer Networks, 2024, 2024, ISSN 1389-1286
Publisher: COMPUTER NETWORKS
DOI: 10.48550/arXiv.2402.14737

Robust PACm: Training Ensemble Models Under Misspecification and Outliers

Author(s): Matteo Zecchin; Sangwoo Park; Osvaldo Simeone; Marios Kountouris; David Gesbert
Published in: IEEE Transactions on Neural Networks and Learning Systems, 2023, ISSN 2162-2388
Publisher: IEEE
DOI: 10.48550/arxiv.2203.01859