Advancing 6G-RAN through multi-technology, multi-sensor fusion, multi-band and multi-static perception

Informazioni relative al progetto

MultiX

ID dell’accordo di sovvenzione: 101192521

DOI

10.3030/101192521

Data della firma CE 7 Novembre 2024

Data di avvio 1 Gennaio 2025

Data di completamento 30 Giugno 2027

Finanziato da

• Digital, Industry and Space

Costo totale

€ 8 479 892,50

Contributo UE

€ 7 999 603,00

Coordinato da

UNIVERSIDAD CARLOS III DE MADRID
Spain

CORDIS fornisce collegamenti ai risultati finali pubblici e alle pubblicazioni dei progetti ORIZZONTE.

I link ai risultati e alle pubblicazioni dei progetti del 7° PQ, così come i link ad alcuni tipi di risultati specifici come dataset e software, sono recuperati dinamicamente da .OpenAIRE .

Risultati finali

Documents, reports (6)

MultiX Perception 6G use cases, reference scenarios, requirements, and KPIs

This deliverable will include the relevant 6G perception use cases identified in the project, including their requirements, reference scenarios and the relevant KPIs/KVIs for their evaluation. This deliverable will include at least analysis of the different use cases already defined as PoCs in this document.

Open Labs design and integration and validation methodology

This deliverable describes the initial testbed setup to support the system level integration and validation and the PoCs of the project. Moreover, this deliverable shall define the testing and validation methodology to be used for the integration and execution of the PoCs.

MultiX perception system enablers v1 – focus on perception enablers design including AI and multi-technology, multi-static perception

This report will disclose the design of innovative perception enablers including channel models, multi-band, multi-technology, and multi-static sensing algorithms. A section will be dedicated to energy-efficient AI-based solutions for PHY perception enablers.

Data Management Plan

This deliverable defines the output management plan (considering the different sorts of results from the project and not only data) to be used to keep track of all outputs of the project and make sure they follow FAIR principles.

Project Handbook

This report contains the set-up of management procedures and documentation handbook. It will include a section devoted to describing the practices to be followed by the project to promote gender equality, together with the mechanisms to monitor and assess the progress.

MultiX perceptive 6G-RAN system design v1 – focus on initial DASH design

This deliverable will include the initial architecture of the MP6R, considering the extensions to integrate the sensing capabilities of non-3GPP technologies and initial analysis of the impact on mobility and the new options open when using novel connectivity options (e.g., IAB). Initial design of the DASH along with the functional requirements will also be included.

Pubblicazioni

Conference proceedings (8)

REACT: Multi Robot Energy-Aware Orchestrator for Indoor Search and Rescue Critical Tasks

Autori: Fabio Maresca, Arnau Romero, Carmen Delgado, Vincenzo Sciancalepore, Josep Paradells, Xavier Costa-Pérez
Pubblicato in: 2025 IEEE International Conference on Robotics and Automation (ICRA), 2025
Editore: IEEE
DOI: 10.5281/ZENODO.16276630

HERACLES: Hierarchical Semantic Communications for Distributed Dynamic Sensor Fusion

Autori: Langtian Qin, Yashuo Wu, Sameh Najeh, Marco Levorato, Carla Fabiana Chiasserini
Pubblicato in: 2025 IEEE 45th International Conference on Distributed Computing Systems (ICDCS), 2025
Editore: IEEE
DOI: 10.5281/ZENODO.15201349

Leveraging 5G-NR for Finding Mobile Devices with UAVs: Latency vs Accuracy Trade-Off

Autori: Andra Blaga, Federico Campolo, Filip Lemic, Oriol Sallent, Xavier Costa-Pérez.
Pubblicato in: 2025 IEEE Wireless Communications and Networking Conference (WCNC), 2025
Editore: IEEE
DOI: 10.5281/ZENODO.15303893

mm-NOLOC: mmWave-based Localization for Mobile Networks without 3GPP Location Service

Autori: Phuc Dinh, Yufei Feng, Eduardo Baena, Yunmeng Han, Weiming Qi, Zihan Xu, Moinak Ghoshal, Pau Closas, Dimitrios Koutsonikolas, Joerg Widmer
Pubblicato in: Proceedings of the Twenty-sixth International Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing, 2025
Editore: ACM
DOI: 10.1145/3704413.3764451

Network Digital Twin for 5G-Enabled Mobile Robots

Autori: Luis Roda-Sanchez, Lanfranco Zanzi, Xi Li, Guillem Garí, Xavier Costa-Pérez
Pubblicato in: 2025 IEEE Wireless Communications and Networking Conference (WCNC), 2025
Editore: IEEE
DOI: 10.1109/WCNC61545.2025.10978546

BS-Breath: Respiration Sensing with Cell-free Massive MIMO

Autori: Haoqiu Xiong, Robbert Beerten, Zhuangzhuang Cui, Yang Miao, Sofie Pollin
Pubblicato in: ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2025
Editore: IEEE
DOI: 10.5281/ZENODO.15308691

RISENSE: Long-Range In-Band Wireless Control of Passive Reconfigurable Intelligent Surfaces

Autori: Deram, Sai pavan; Rossanese, Marco; Garcia-Saavedra, Andres; Waqas Haider Shah, Syed; Sciancalepore, Vincenzo; Widmer, Joerg; Costa-Pérez, Xavier
Pubblicato in: 2025
Editore: ACM
DOI: 10.5281/ZENODO.15311598

HELIX: High-speed Real-Time Experimentation Platform for 6G Wireless Networks

Autori: Lacruz, Jesus Omar; Widmer, Joerg
Pubblicato in: 2025
Editore: ACM
DOI: 10.5281/ZENODO.15341502

Peer reviewed articles (9)

Distributing Inference Tasks Over Interconnected Systems Through Dynamic DNNs

Autori: Chetna Singhal, Yashuo Wu, Francesco Malandrino, Marco Levorato, Carla Fabiana Chiasserini
Pubblicato in: IEEE Transactions on Networking, Numero 33, 2025, ISSN 2998-4157
Editore: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.5281/ZENODO.15332372

Combining Relevance and Magnitude for Resource-Saving DNN Pruning

Autori: Carla Fabiana Chiasserini, Francesco Malandrino, Nuria Molner, Zhao Zhiqiang
Pubblicato in: IEEE Network, Numero 40, 2026, ISSN 0890-8044
Editore: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.5281/ZENODO.15274434

RiLoCo: An ISAC-Oriented AI Solution to Build RIS-Empowered Networks

Autori: Guillermo Encinas-Lago, Vincenzo Sciancalepore, Henk Wymeersch, Marco Di Renzo, Xavier Costa-Pérez
Pubblicato in: IEEE Transactions on Wireless Communications, Numero 24, 2025, ISSN 1536-1276
Editore: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.5281/ZENODO.15274750

802.11bf Multiband Passive Sensing: Reusing Wi-Fi Signaling for Sensing

Autori: Pablo Picazo-Martinez, Carlos Barroso-Fernández, Alejandro Calvillo-Fernandez, Milan Groshev, Carlos J. Bernardos, Antonio de la Oliva, Alain Mourad
Pubblicato in: IEEE Internet of Things Journal, 2026, ISSN 2327-4662
Editore: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.5281/ZENODO.18374223

COLoRIS: Localization-Agnostic Smart Surfaces Enabling Opportunistic ISAC in 6G Networks

Autori: Guillermo Encinas-Lago, Francesco Devoti, Marco Rossanese, Vincenzo Sciancalepore, Marco Di Renzo, Xavier Costa-Pérez
Pubblicato in: IEEE Transactions on Mobile Computing, Numero 24, 2025, ISSN 1536-1233
Editore: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.5281/ZENODO.15147758

XR Offloading Across Multiple Time Scales: The Roles of Power, Temperature, and Energy

Autori: Francesco Malandrino, Olga Chukhno, Alessandro Catania, Antonella Molinaro, Carla Fabiana Chiasserini
Pubblicato in: IEEE Networking Letters, Numero 7, 2025, ISSN 2576-3156
Editore: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.5281/ZENODO.16719576

Energy-Aware Joint Orchestration of 5G and Robots: Experimental Testbed and Field Validation

Autori: Milan Groshev, Lanfranco Zanzi, Carmen Delgado, Xi Li, Antonio de la Oliva, Xavier Costa-Pérez
Pubblicato in: IEEE Transactions on Network and Service Management, Numero 22, 2025, ISSN 1932-4537
Editore: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.5281/ZENODO.15308285

DISC: A Dataset for Integrated Sensing and Communications in mmWave Systems

Autori: Jacopo Pegoraro, Pablo Saucedo, Jesus O. Lacruz, Michele Rossi, Joerg Widmer
Pubblicato in: IEEE Communications Magazine, Numero 63, 2025, ISSN 0163-6804
Editore: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/MCOM.002.2400687

Open-Set Gait Recognition From Sparse mmWave Radar Point Clouds

Autori: Riccardo Mazzieri, Jacopo Pegoraro, Michele Rossi
Pubblicato in: IEEE Sensors Journal, Numero 25, 2025, ISSN 1530-437X
Editore: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.5281/ZENODO.15907211

Other (1)

Emerging 5G and beyond Ecosystem Business Models

Autori: Hanne Kristine Hallingby, Ronan Frizzell, Ioanna Mesogiti
Pubblicato in: 2025
Editore: 6G Smart Networks and Services Industry Association (6G-IA)
DOI: 10.5281/ZENODO.14756404