6G-DISAC: 6G for Distributed Intelligent Sensing and Communication

Livrables

Preliminary version of the distributed ISAC architecture

It contains the first results from T2.3.

Final version of scenarios, use cases and KPIs

It contains the final results from T2.1 and T2.2.

First project management periodic report

includes the first half of the project’s technical work description and financial monitoring, at the project level and at each WP level. It will include the description of the technical contributions from each partner over the reporting period, as well as the action plan and revised risk management plans.

Dissemination, project website and Data

This deliverable will provide a detailed plan for dissemination activities of the project and details on project website and other dissemination media adopted by the project.

Initial solutions towards waveforms, sensing, communication, and DISAC

It contains the first results from WP3.

Quality plan

contains a detailed quality plan giving the project guidelines, communication practices, preparation, and delivery of progress reports, etc.

Initial specifications for protocols and orchestration solutions

It contains initial specifications of novel protocol and orchestration solutions enabling distributed and cooperative ISAC as developed in T4.1 and T4.2.

Key Components and Integration

It contains a detailed overview about the key components used in the demonstrations and on how the interfaces are designed, covering T5.1-T5.2.

Preliminary version of scenarios, use cases and KPIs

It contains the first results from T2.1 and T2.2.

Standardisation action plan

This deliverable will include the detailed plan for standardisation in 3GPP, ITU, ETSI, and possibly in other standardisation bodies as appropriate. The plan will be revised on a yearly basis if needed.

Intermediate dissemination and standardisation activity report

This deliverable will describe the status and updated plan for the project’s dissemination activities and training, PoC design, and standardisation activities carried out during the first half of the project duration.

Initial Data Management Plan

defines how data generated in the project is exploited, accessed, curated and preserved, based on the template recommended by the EC

Publications

Empirical Validation of the Impedance-Based RIS Channel Model in an Indoor Scattering Environment

Auteurs: Placido Mursia, Taghrid Mazloum, Frédéric Munoz, Vincenzo Sciancalepore, Gabriele Gradoni, Raffaele D'Errico, Marco Di Renzo, Xavier Costa-Pérez, Antonio Clemente, Geoffroy Lerosey
Publié dans: 2024 18th European Conference on Antennas and Propagation (EuCAP), 2024
Éditeur: IEEE
DOI: 10.23919/EUCAP60739.2024.10501200

Distributed Intelligent Sensing and Communications for 6G: Architecture and Use Cases

Auteurs: Kyriakos Stylianopoulos, Giyyarpuram Madhusudan, Guillaume Jornod, Sami Mekki, Francesca Costanzo, Hui Chen, Placido Mursia, Maurizio Crozzoli, Emilio Calvanese Strinati, George C. Alexandropoulos, Henk Wymeersch
Publié dans: 2025 Joint European Conference on Networks and Communications &amp; 6G Summit (EuCNC/6G Summit), 2025
Éditeur: IEEE
DOI: 10.1109/EUCNC/6GSUMMIT63408.2025.11037021

Localization Accuracy Improvement in Multistatic ISAC with LoS/NLoS Condition using 5G NR Signals

Auteurs: Keivan Khosroshahi, Philippe Sehier, Sami Mekki, and Michale Suppa
Publié dans: IEEE Wireless Communications and Networking Conference (WCNC), 2025
Éditeur: IEEE

Single- and Multi-Agent Private Active Sensing: A Deep Neuroevolution Approach

Auteurs: George Stamatelis, Angelos-Nikolaos Kanatas, Ioannis Asprogerakas, George C. Alexandropoulos
Publié dans: 2024 IEEE International Conference on Communications Workshops (ICC Workshops), 2024
Éditeur: IEEE
DOI: 10.1109/ICCWORKSHOPS59551.2024.10615506

Near-field RIS-aided Localization Under Channel Non-Stationarity: A Mismatched Model Approach

Auteurs: Bo Sun, Musa Furkan Keskin, Moustafa Rahal, Hui Chen, Jukka Talvitie, Henk Wymeersch, Mikko Valkama
Publié dans: 2024 IEEE 25th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), 2024
Éditeur: IEEE
DOI: 10.1109/SPAWC60668.2024.10694423

Cooperative Sensing of Side Lobes Interference for mmWave Blockages Localization and Mapping

Auteurs: Hiba Dakdouk; Mohamed Sana; Benoit Denis
Publié dans: 2024 Joint European Conference on Networks and Communications & 6G Summit (EuCNC/6G Summit), 2024
Éditeur: IEEE
DOI: 10.48550/ARXIV.2405.08521

Realistic Evaluation of Impedance-Based RIS Modeling: Practical Insights and Applications

Auteurs: Ayane Lebeta Goshu, Placido Mursia, Vincenzo Sciancalepore, Marco Di Renzo, Xavier Costa-Perez
Publié dans: 2025 19th European Conference on Antennas and Propagation (EuCAP), 2025
Éditeur: IEEE
DOI: 10.23919/EUCAP63536.2025.10999979

The Interference Broadcast Channel with Reconfigurable Intelligent Surfaces: A Cooperative Sum-Rate Maximization Approach

Auteurs: Konstantinos D. Katsanos, Paolo Di Lorenzo, George C. Alexandropoulos
Publié dans: 2024 IEEE 25th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), 2024
Éditeur: IEEE
DOI: 10.1109/SPAWC60668.2024.10694582

ELAA Near-Field Localization and Sensing with Partial Blockage Detection

Auteurs: Hui Chen, Pinjun Zheng, Yu Ge, Ahmed Elzanaty, Jiguang He, Tareq Y. Al-Naffouri, Henk Wymeersch
Publié dans: 2024 IEEE 35th International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), 2025
Éditeur: IEEE
DOI: 10.1109/PIMRC59610.2024.10817348

Distributed Intelligent Integrated Sensing and Communications: The 6G-DISAC Approach

Auteurs: Calvanese Strinat, Emilio; George C., Alexandropoulos; Giyyarpuram, Madhusudan; Sehier, Philippe; Mekki, Sami; Sciancalepore, Vincenzo; Stark, Maximilian; Sana, Mohamed; Denis, Benoit; Crozzoli, Maurizio; Amani, Navid; Mursia, Placido; D'Errico, Raffaele; Boldi, Mauro; Costanzo, Francesca; Rivet, Francois; Wymeersch, Henk
Publié dans: Proceedings of the Joint European Conference on Networks and Communications & 6G Summit 2024, 2024
Éditeur: IEEE
DOI: 10.1109/EUCNC/6GSUMMIT60053.2024.10597016

Dynamic Power Allocation in OFDM ISAC for Time of Arrival Estimation

Auteurs: Ali Al Khansa, Giyyarpuram Madhusudan, Guillaume Larue, Louis-Adrien Dufréne
Publié dans: 2024 IEEE Conference on Standards for Communications and Networking (CSCN), 2025
Éditeur: IEEE
DOI: 10.1109/CSCN63874.2024.10849719

RIS-Augmented Millimeter-Wave MIMO Systems for Passive Drone Detection

Auteurs: Jiguang He, Aymen Fakhreddine, George C. Alexandropoulos
Publié dans: 2024 IEEE 35th International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), 2025
Éditeur: IEEE
DOI: 10.1109/PIMRC59610.2024.10817446

Near-field RIS-aided Localization Under Channel Non-Stationarity: A Mismatched Model Approach

Auteurs: Bo Sun, Musa Furkan Keskin, Moustafa Rahal, Hui Chen, Jukka Talvitie, Henk Wymeersch, Mikko Valkama
Publié dans: 2024 IEEE 25th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), 2024
Éditeur: IEEE
DOI: 10.1109/SPAWC60668.2024.10694423

DMA Reception for Simultaneous Area-Wide Sensing and Multi-User Uplink Communications

Auteurs: Ioannis Gavras, George C. Alexandropoulos
Publié dans: 2025 IEEE 26th International Workshop on Signal Processing and Artificial Intelligence for Wireless Communications (SPAWC), 2025
Éditeur: IEEE
DOI: 10.1109/SPAWC66079.2025.11143306

Simultaneous Near-Field THz Communications and Sensing with Full Duplex Metasurface Transceivers

Auteurs: Ioannis Gavras, George C. Alexandropoulos
Publié dans: 2024 IEEE 25th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), 2024
Éditeur: IEEE
DOI: 10.1109/SPAWC60668.2024.10694467

Joint Detection and Localization with an Efficient Censoring Method for Distributed Monopulse Radars under Communication Constraints

Auteurs: Yangming Lai, Shixing Yang, Musa Furkan Keskin, Henk Wymeersch, Lingjiang Kong, Wei Yi
Publié dans: IEEE Transactions on Aerospace and Electronic Systems, 2025, ISSN 0018-9251
Éditeur: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/TAES.2025.3575059

Fundamental Trade-Offs in Monostatic ISAC: A Holistic Investigation Towards 6G

Auteurs: Musa Furkan Keskin, Mohammad Mahdi Mojahedian, Jesus O. Lacruz, Carina Marcus, Olof Eriksson, Andrea Giorgetti, Joerg Widmer, Henk Wymeersch
Publié dans: IEEE Transactions on Wireless Communications, 2025, ISSN 1536-1276
Éditeur: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/TWC.2025.3563197

Design and validation of scalable reconfigurable intelligent surfaces

Auteurs: Marco Rossanese, Placido Mursia, Andres Garcia-Saavedra, Vincenzo Sciancalepore, Arash Asadi, Xavier Costa-Perez
Publié dans: Computer Networks, Numéro 241, 2024, ISSN 1389-1286
Éditeur: Elsevier BV
DOI: 10.1016/J.COMNET.2024.110208

Joint Detection and Localization of Multiple Moving Targets in a Distributed Radar System

Auteurs: Yangming Lai, Wei Yi, Henk Wymeersch, Musa Furkan Keskin, Qiyu Zhou, Lingjiang Kong
Publié dans: IEEE Sensors Journal, Numéro 24, 2024, ISSN 1530-437X
Éditeur: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/JSEN.2024.3432636

Joint Localization, Synchronization and Mapping via Phase-Coherent Distributed Arrays

Auteurs: Alessio Fascista, Benjamin J. B. Deutschmann, Musa Furkan Keskin, Thomas Wilding, Angelo Coluccia, Klaus Witrisal, Erik Leitinger, Gonzalo Seco-Granados, Henk Wymeersch
Publié dans: IEEE Journal of Selected Topics in Signal Processing, 2025, ISSN 1932-4553
Éditeur: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/JSTSP.2025.3533111

Multi-RIS-Empowered Multiple Access: A Distributed Sum-Rate Maximization Approach

Auteurs: Konstantinos D. Katsanos, Paolo Di Lorenzo, George C. Alexandropoulos
Publié dans: IEEE Journal of Selected Topics in Signal Processing, Numéro 18, 2024, ISSN 1932-4553
Éditeur: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/JSTSP.2024.3455102

3D Cooperative Positioning via RIS and Sidelink Communications With Zero Access Points

Auteurs: Mustafa Ammous, Hui Chen, Henk Wymeersch, Shahrokh Valaee
Publié dans: IEEE Transactions on Mobile Computing, Numéro 24, 2025, ISSN 1536-1233
Éditeur: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/TMC.2025.3541575

RiLoCo: An ISAC-oriented AI Solution to Build RIS-empowered Networks

Auteurs: Guillermo Encinas-Lago, Vincenzo Sciancalepore, Henk Wymeersch, Marco Di Renzo, Xavier Costa-Pérez
Publié dans: IEEE Transactions on Wireless Communications, 2025, ISSN 1536-1276
Éditeur: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/TWC.2025.3564832

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

Auteurs: Guillermo Encinas-Lago, Francesco Devoti, Marco Rossanese, Vincenzo Sciancalepore, Marco Di Renzo, Xavier Costa-Pérez
Publié dans: IEEE Transactions on Mobile Computing, Numéro 24, 2025, ISSN 1536-1233
Éditeur: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/TMC.2025.3556326

Echoes: An Open RAN-Enabled System for Indoors Localization Using Smart Surfaces

Auteurs: Pau Baguer; Salvat Lozano, Josep Xavier; Encinas-Lago, Guillermo; Mursia, Placido; Municio, Esteban; Rossanese, Marco; Sciancalepore, Vincenzo; Costa-Pérez, Xavier
Publié dans: IEEE Open Journal of the Communications Society, 2025, ISSN 2644-125X
Éditeur: IEEE
DOI: 10.1109/OJCOMS.2025.3603832

6G: the catalyst for artificial general intelligence

Auteurs: Emilio Calvanese Strinati
Publié dans: Nature Reviews Electrical Engineering, 2024, ISSN 2948-1201
Éditeur: Springer Nature
DOI: 10.1038/S44287-024-00090-1

Joint Detection and Localization of Multiple Moving Targets in a Distributed Radar System

Auteurs: Yangming Lai, Wei Yi, Henk Wymeersch, Musa Furkan Keskin, Qiyu Zhou, Lingjiang Kong
Publié dans: IEEE Sensors Journal, Numéro 24, 2024, ISSN 1530-437X
Éditeur: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/JSEN.2024.3432636

Reconfigurable Intelligent Surfaces in 6G Radio Localization: A Survey of Recent Developments, Opportunities, and Challenges

Auteurs: Anum Umer, Ivo Müürsepp, Muhammad Mahtab Alam, Henk Wymeersch
Publié dans: IEEE Communications Surveys & Tutorials, 2025, ISSN 1553-877X
Éditeur: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/COMST.2025.3536517

Multi-RIS-Assisted 3D Localization and Synchronization via Deep Learning

Auteurs: Alireza Fadakar, Maryam Sabbaghian, Henk Wymeersch
Publié dans: IEEE Open Journal of the Communications Society, Numéro 5, 2025, ISSN 2644-125X
Éditeur: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/OJCOMS.2024.3399605

Joint Bistatic Positioning and Monostatic Sensing: Optimized Beamforming and Performance Tradeoff

Auteurs: Yuchen Zhang, Hui Chen, Pinjun Zheng, Boyu Ning, Hong Niu, Henk Wymeersch, Tareq Y. Al-Naffouri
Publié dans: IEEE Transactions on Cognitive Communications and Networking, 2025, ISSN 2332-7731
Éditeur: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/TCCN.2025.3578477

Toward Distributed and Intelligent Integrated Sensing and Communications for 6G Networks

Auteurs: Emilio Calvanese Strinati, George C. Alexandropoulos, Navid Amani, Maurizio Crozzoli, Giyyarpuram Madhusudan, Sami Mekki, Francois Rivet, Vincenzo Sciancalepore, Philippe Sehier, Maximilian Stark, Henk Wymeersch
Publié dans: IEEE Wireless Communications, Numéro 32, 2025, ISSN 1536-1284
Éditeur: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/MWC.001.2400056

Reconfigurable Intelligent Surfaces for 6G: Emerging Hardware Architectures, Applications, and Open Challenges

Auteurs: Ertugrul Basar, George C. Alexandropoulos, Yuanwei Liu, Qingqing Wu, Shi Jin, Chau Yuen, Octavia A. Dobre, Robert Schober
Publié dans: IEEE Vehicular Technology Magazine, 2024, ISSN 1556-6072
Éditeur: IEEE
DOI: 10.1109/MVT.2024.3415570

Six Integration Avenues for ISAC in 6G and Beyond

Auteurs: Nuria González-Prelcic, Dario Tagliaferri, Musa Furkan Keskin, Henk Wymeersch, Lingyang Song
Publié dans: IEEE Vehicular Technology Magazine, Numéro 20, 2025, ISSN 1556-6072
Éditeur: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/MVT.2025.3529403

Spatial Multiplexing in Near-Field Line-of-Sight MIMO Communications: Paraxial and Non-Paraxial Deployments

Auteurs: Juan Carlos Ruiz-Sicilia, Marco Di Renzo, Placido Mursia, Aryan Kaushik, Vincenzo Sciancalepore
Publié dans: IEEE Transactions on Green Communications and Networking, 2024, ISSN 2473-2400
Éditeur: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/TGCN.2024.3418842

Multicarrier ISAC: Advances in waveform design, signal processing, and learning under nonidealities

Auteurs: Visa Koivunen, Musa Furkan Keskin, Henk Wymeersch, Mikko Valkama, Nuria González-Prelcic
Publié dans: IEEE Signal Processing Magazine, Numéro 41, 2025, ISSN 1053-5888
Éditeur: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/MSP.2024.3420492

Open Experimental Measurements of Sub-6GHz Reconfigurable Intelligent Surfaces

Auteurs: Marco Rossanese, Placido Mursia, Andres Garcia-Saavedra, Vincenzo Sciancalepore, Arash Asadi, Xavier Costa-Perez
Publié dans: IEEE Internet Computing, Numéro 28, 2024, ISSN 1089-7801
Éditeur: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/MIC.2024.3376772

Sustainability in SNS JU Projects - Targets, Methodologies, Trade-offs and Implementation Considerations Towards 6G Systems

Auteurs: Rezaki, Ali; Trichias, Konstantinos; Mesodiakaki, Agapi; Gavras, Anastasius; Aseeva, Anna; Berardinelli, Gilberto; Osman, Hassan; Gutiérrez Terán, Jesús; Petersen, Katrina; Gramaglia, Marco; Katz, Marcos; Bezzi, Margot; Ghoraishi, Mir
Publié dans: 2025
Éditeur: Zenodo
DOI: 10.5281/ZENODO.15555293

Towards 6G Architecture: Key Concepts, Challenges, and Building Blocks

Auteurs: Gramaglia, Marco, Bulakci, Ömer, Li Xi, Gavras Anastasius, Ericson Mårten, Kerboeuf Sylvaine, Larrabeiti David, Ghoraishi Mir, Mesodiakaki Agapi, Koumaras Harilaos, Robitzsch Sebastian, Asensio Garriga, Rodrigo Skarmeta, Gómez Antonio, Tsolkas, Dimitris
Publié dans: 2025
Éditeur: Zenodo

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