6G Ai-native integRated Ran-cOre netWorks

Informazioni relative al progetto

6GARROW

ID dell’accordo di sovvenzione: 101192194

DOI

10.3030/101192194

Data della firma CE 7 Novembre 2024

Data di avvio 1 Gennaio 2025

Data di completamento 31 Dicembre 2027

Finanziato da

• Digital, Industry and Space

Costo totale

€ 3 107 180,06

Contributo UE

€ 2 999 947,00

Coordinato da

COMMISSARIAT A L ENERGIE ATOMIQUE ET AUX ENERGIES ALTERNATIVES
France

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 .

Pubblicazioni

Peer reviewed articles (9)

i-CU: Intelligent Cache Replacement and Content Update for Data Freshness in Cloud-Edge Networks

Autori: Sinwoong Yun, Dongsun Kim, Sungjin Lee, Jemin Lee
Pubblicato in: IEEE Transactions on Mobile Computing, Numero 24, 2025, ISSN 1536-1233
Editore: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/TMC.2025.3589609

Timely Updates in Blockchain for UAV-Assisted Data Collection Networks

Autori: Sungho Lee, Minsu Kim, Mingun Kim, Jemin Lee, Tony Q. S. Quek
Pubblicato in: IEEE Transactions on Vehicular Technology, Numero 74, 2025, ISSN 0018-9545
Editore: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/TVT.2025.3570495

Fast batch gradient descent in quantum neural networks

Autori: Joo Yong Shim and Joongheon Kim
Pubblicato in: Electronics Letters, 2025, ISSN 1350-911X
Editore: Wiley
DOI: 10.1049/ELL2.70162

Neural Network-Based Box-Oriented Framework for Behavioral Modeling and Digital Predistortion of Power Amplifiers

Autori: Lesthuruge Silva, S. S. Krishna Chaitanya Bulusu, Nandana Rajatheva, Marko E. Leinonen, Nuutti Tervo
Pubblicato in: IEEE Transactions on Machine Learning in Communications and Networking, Numero 4, 2026, ISSN 2831-316X
Editore: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/TMLCN.2026.3678149

Quantum infidelity codistillation for fast and accurate distributed quantum machine learning

Autori: Seungeun Oh, Jinhyuk Kim, Jihong Park, Hankyul Baek, Hyunsoo Lee, Joongheon Kim, Seong-Lyun Kim
Pubblicato in: The Journal of Supercomputing, Numero 81, 2025, ISSN 1573-0484
Editore: Springer Science and Business Media LLC
DOI: 10.1007/S11227-025-07614-Y

Dynamic Quantum Federated Learning for UAV-Based Autonomous Surveillance

Autori: Soohyun Park, Seok Bin Son, Soyi Jung, Joongheon Kim
Pubblicato in: IEEE Transactions on Vehicular Technology, Numero 74, 2025, ISSN 0018-9545
Editore: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/TVT.2025.3526809

IEEE Wireless Communications Letters

Autori: Jinwoong Kim, Jemin Lee
Pubblicato in: IEEE Wireless Communications Letters, 2025, ISSN 2162-2337
Editore: IEEE Communications Society
DOI: 10.1109/LWC.2024.3492095.SVG

Joint Millimeter-Wave Beamforming Design and Access Link Rate Assignment for Integrated Access and Backhaul Networks

Autori: Mingun Kim, Hewon Cho, Jeongho Kwak, Jemin Lee
Pubblicato in: IEEE Transactions on Wireless Communications, Numero 24, 2025, ISSN 1536-1276
Editore: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/TWC.2025.3577204

LLM-hRIC: LLM-empowered Hierarchical RAN Intelligent Control for O-RAN

Autori: Lingyan Bao, Sinwoong Yun, Jemin Lee, Tony Q.S. Quek
Pubblicato in: IEEE Communication Magazine, 2025, ISSN 1558-1896
Editore: IEEE
DOI: 10.48550/ARXIV.2504.18062

Conference proceedings (18)

Semantic Communications via Denoising Diffusion Autoencoder Models

Autori: Letafati, Mehdi Ali, Samad Latva-aho, Matti
Pubblicato in: 2026 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2026), 2026
Editore: IEEE
DOI: 10.5281/ZENODO.19705173

Vector Quantization-Based Opportunistic Semantic Communication for Object Detection

Autori: Hyeseong Yun; Seungeun Oh; Seong-Lyun Kim
Pubblicato in: IEEE GLOBECOM, 2025
Editore: IEEE

Digital Predistortion for Directional Adjacent Channel Power Suppression in Phased Arrays

Autori: Dimuthu Lesthuruge, Umesha Kumarasiri, Nandana Rajatheva, Arjuna Madanayake, Najme Ebrahimi, and Nuutti Tervo
Pubblicato in: Vehicular Technology Conference 2026, 2026
Editore: IEEE
DOI: 10.5281/ZENODO.21369550

Semantic Communication Robustness Under Imperfect Channel State Information

Autori: Matheus Valente da Silva and Emilio Calvanese Strinati
Pubblicato in: European Wireless 2026 (EW2026), 2026
Editore: VDE
DOI: 10.5281/ZENODO.21128035.SVG

Efficient Deep Neural Receiver with Post-Training Quantization

Autori: SaiKrishna Saketh Yellapragada, Esa Ollila, Mário Costa
Pubblicato in: 2025 59th Asilomar Conference on Signals, Systems, and Computers, 2026
Editore: IEEE
DOI: 10.1109/IEEECONF67917.2025.11443709

Data-Free Quantization of Neural Receivers: When 4-Bit Succeeds, Why 6-Bit Matters for 6G

Autori: Yellapragada, Saikrishna Saketh Ollila, Esa
Pubblicato in: NeurIPS 2025, 2025
Editore: NeurIPS
DOI: 10.5281/ZENODO.17975184

Semantic Channel Equalization Strategies for Deep Joint Source-Channel Coding

Autori: Lorenzo Pannacci, Simone Fiorellino, Mario Edoardo Pandolfo, Emilio Calvanese Strinati, Paolo Di Lorenzo
Pubblicato in: IEEE GLOBECOM, 2025
Editore: IEEE

ual-Loop Learning Control Architecture for Efficient Digital Predistortion

Autori: Dimuthu Lesthuruge, Bilal Khan, Nuutti Tervo, Marko E. Leinonen, and Nandana Rajatheva
Pubblicato in: The 56th European Microwave Conference (EuMC), 2026
Editore: EuMA
DOI: 10.5281/ZENODO.21369368

Attention-Aided MMSE for OFDM Channel Estimation: Learning Linear Filters with Attention

Autori: TaeJun Ha, Chaehyun Jung, Hyeonuk Kim, Jeongwoo Park, Jeonghun Park
Pubblicato in: Asilomar 2025, 2025
Editore: IEEE

Toward Semantic Translation in Network Slicing: LLM-Based Network Slice Configuration

Autori: Doyoung Lee, Taeyeon Kim
Pubblicato in: IEEE GLOBECOM, 2025
Editore: IEEE

Finding a Path from 1-bit Quantizer: State Estimation with 1-Bit Observations and Imperfect Models

Autori: Chaehyun Jung, TaeJun Ha, Hyunuk Kim, and Jeonghun Park
Pubblicato in: Asilomar Conference on Signals, Systems, and Computers 2025, 2025
Editore: IEEE

Hierarchical Scheduling for Oil Spill SAR Image Detection in Space-Air-Ground Integrated Networks

Autori: Seok Bin; Soohyun Park
Pubblicato in: IEEE VTC, 2025
Editore: IEEE

Deadline-Aware Bandwidth Allocation for Semantic Generative Communication with Diffusion Models

Autori: Choi, Jinhyuk Oh, Seungeun Park, Jihong Kim, Seong-Lyun
Pubblicato in: SPAWC 2025, 2025
Editore: IEEE
DOI: 10.5281/ZENODO.17656517

Semantic Waveforms for AI-Native 6G Networks

Autori: Nour Hello, Mohamed Amine Hamoura, Francois Rivet, Emilio Calvanese-Strinati
Pubblicato in: IEEE GLOBECOM, 2025
Editore: IEEE

Compacting Semantic Matryoshka Representations with Product Quantization

Autori: Leonardo Roque, Quentin Lampin, Louis-Adrien Dufrène, Guillaume Larue, Grégoire Lefebvre, Mohamad Assaad
Pubblicato in: IEEE GLOBECOM, 2025
Editore: IEEE

AI-Native 6G Networks: The 6GARROW Integrated Device-Network Approach

Autori: Emilio Calvanese Strinati, Nicolas Cassiau et al
Pubblicato in: IEEE EuCNC and 6G Summit, 2025
Editore: IEEE
DOI: 10.5281/ZENODO.15131039

Conditional Denoising Diffusion Autoencoders for Wireless Semantic Communications

Autori: Letafati, Mehdi Ali, Samad Latva-aho, Matti
Pubblicato in: NeurIPS 2025, 2025
Editore: NeurIPS
DOI: 10.5281/ZENODO.17436303

End-to-end Learning of Probabilistic and Geometric Constellation Shaping with Iterative Receivers

Autori: Jayarathne, Harindu, Marasinghe, Dileepa, Rajatheva, Nandana, Latva-aho, Matti
Pubblicato in: IEEE GLOBECOM, 2025
Editore: IEEE
DOI: 10.5281/ZENODO.17236683