6G Ai-native integRated Ran-cOre netWorks

Informacje na temat projektu

6GARROW

Identyfikator umowy o grant: 101192194

DOI

10.3030/101192194

Data podpisania przez KE 7 Listopada 2024

Data rozpoczęcia 1 Stycznia 2025

Data zakończenia 31 Grudnia 2027

Finansowanie w ramach

• Digital, Industry and Space

Koszt całkowity

€ 3 107 180,06

Wkład UE

€ 2 999 947,00

Koordynowany przez

COMMISSARIAT A L ENERGIE ATOMIQUE ET AUX ENERGIES ALTERNATIVES
France

CORDIS oferuje możliwość skorzystania z odnośników do publicznie dostępnych publikacji i rezultatów projektów realizowanych w ramach programów ramowych HORYZONT.

Odnośniki do rezultatów i publikacji związanych z poszczególnymi projektami 7PR, a także odnośniki do niektórych konkretnych kategorii wyników, takich jak zbiory danych i oprogramowanie, są dynamicznie pobierane z systemu OpenAIRE .

Rezultaty

Documents, reports (10)

6GARROW Refined Scenarios, Use Cases and related KPIs/KVIs

Refinement of the scenarios described in D2.1, based on first WP3,4 findings and T1.3 outcomes.

First periodic report

Technical work description of the first period (M1- M12) of the project, at the project level and at each WP level. Description of the technical contribution from each partner over the reporting period; action plan and revised risk management plans.

State of the art and challenges for AI/ML Enhanced Device Performance

Exhaustive view on the SotA relative to AI/ML Enhanced Device Performance and lists the challenges to be addressed. Common framework from WP2.

6GARROW Scenarios, Use Cases and related KPIs/KVIs

Detail key Scenarios, Use Cases and related KPIs/KVIs meeting the requirements for European and Korean application of AI/ML in cellular networks, and to be applied in WP3, WP4 and WP5.

State of the art on AI/ML Solutions for RAN and Core Optimization

Exhaustive view on the SotA relative to Energy Efficient Algorithms for Automation of Core and Radio Resource Management, and Network Failure Recovery. Common framework from WP2.

Data management plan

Data management life cycle for the data to be collected, processed and/or generated by the 6GARROW project. It will be updated all along the project.

6GARROW Initial System Architecture

Initial 6GARROW architecture approach, including an AI-native 6G architecture approach

Dissemination, Standardisation and Exploitation activity report Y1

First year status and update plans for dissemination, standardisation and exploitation.

Quality plan

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

Dissemination, standardisation and communication plans, and project website

Plan for the dissemination, standardisation and communication activities; project website.

Publikacje

Peer reviewed articles (9)

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

Autorzy: Sinwoong Yun, Dongsun Kim, Sungjin Lee, Jemin Lee
Opublikowane w: IEEE Transactions on Mobile Computing, Numer 24, 2025, ISSN 1536-1233
Wydawca: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/TMC.2025.3589609

Timely Updates in Blockchain for UAV-Assisted Data Collection Networks

Autorzy: Sungho Lee, Minsu Kim, Mingun Kim, Jemin Lee, Tony Q. S. Quek
Opublikowane w: IEEE Transactions on Vehicular Technology, Numer 74, 2025, ISSN 0018-9545
Wydawca: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/TVT.2025.3570495

Fast batch gradient descent in quantum neural networks

Autorzy: Joo Yong Shim and Joongheon Kim
Opublikowane w: Electronics Letters, 2025, ISSN 1350-911X
Wydawca: Wiley
DOI: 10.1049/ELL2.70162

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

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

Quantum infidelity codistillation for fast and accurate distributed quantum machine learning

Autorzy: Seungeun Oh, Jinhyuk Kim, Jihong Park, Hankyul Baek, Hyunsoo Lee, Joongheon Kim, Seong-Lyun Kim
Opublikowane w: The Journal of Supercomputing, Numer 81, 2025, ISSN 1573-0484
Wydawca: Springer Science and Business Media LLC
DOI: 10.1007/S11227-025-07614-Y

Dynamic Quantum Federated Learning for UAV-Based Autonomous Surveillance

Autorzy: Soohyun Park, Seok Bin Son, Soyi Jung, Joongheon Kim
Opublikowane w: IEEE Transactions on Vehicular Technology, Numer 74, 2025, ISSN 0018-9545
Wydawca: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/TVT.2025.3526809

IEEE Wireless Communications Letters

Autorzy: Jinwoong Kim, Jemin Lee
Opublikowane w: IEEE Wireless Communications Letters, 2025, ISSN 2162-2337
Wydawca: 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

Autorzy: Mingun Kim, Hewon Cho, Jeongho Kwak, Jemin Lee
Opublikowane w: IEEE Transactions on Wireless Communications, Numer 24, 2025, ISSN 1536-1276
Wydawca: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/TWC.2025.3577204

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

Autorzy: Lingyan Bao, Sinwoong Yun, Jemin Lee, Tony Q.S. Quek
Opublikowane w: IEEE Communication Magazine, 2025, ISSN 1558-1896
Wydawca: IEEE
DOI: 10.48550/ARXIV.2504.18062

Conference proceedings (18)

Semantic Communications via Denoising Diffusion Autoencoder Models

Autorzy: Letafati, Mehdi Ali, Samad Latva-aho, Matti
Opublikowane w: 2026 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2026), 2026
Wydawca: IEEE
DOI: 10.5281/ZENODO.19705173

Vector Quantization-Based Opportunistic Semantic Communication for Object Detection

Autorzy: Hyeseong Yun; Seungeun Oh; Seong-Lyun Kim
Opublikowane w: IEEE GLOBECOM, 2025
Wydawca: IEEE

Digital Predistortion for Directional Adjacent Channel Power Suppression in Phased Arrays

Autorzy: Dimuthu Lesthuruge, Umesha Kumarasiri, Nandana Rajatheva, Arjuna Madanayake, Najme Ebrahimi, and Nuutti Tervo
Opublikowane w: Vehicular Technology Conference 2026, 2026
Wydawca: IEEE
DOI: 10.5281/ZENODO.21369550

Semantic Communication Robustness Under Imperfect Channel State Information

Autorzy: Matheus Valente da Silva and Emilio Calvanese Strinati
Opublikowane w: European Wireless 2026 (EW2026), 2026
Wydawca: VDE
DOI: 10.5281/ZENODO.21128035.SVG

Efficient Deep Neural Receiver with Post-Training Quantization

Autorzy: SaiKrishna Saketh Yellapragada, Esa Ollila, Mário Costa
Opublikowane w: 2025 59th Asilomar Conference on Signals, Systems, and Computers, 2026
Wydawca: IEEE
DOI: 10.1109/IEEECONF67917.2025.11443709

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

Autorzy: Yellapragada, Saikrishna Saketh Ollila, Esa
Opublikowane w: NeurIPS 2025, 2025
Wydawca: NeurIPS
DOI: 10.5281/ZENODO.17975184

Semantic Channel Equalization Strategies for Deep Joint Source-Channel Coding

Autorzy: Lorenzo Pannacci, Simone Fiorellino, Mario Edoardo Pandolfo, Emilio Calvanese Strinati, Paolo Di Lorenzo
Opublikowane w: IEEE GLOBECOM, 2025
Wydawca: IEEE

ual-Loop Learning Control Architecture for Efficient Digital Predistortion

Autorzy: Dimuthu Lesthuruge, Bilal Khan, Nuutti Tervo, Marko E. Leinonen, and Nandana Rajatheva
Opublikowane w: The 56th European Microwave Conference (EuMC), 2026
Wydawca: EuMA
DOI: 10.5281/ZENODO.21369368

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

Autorzy: TaeJun Ha, Chaehyun Jung, Hyeonuk Kim, Jeongwoo Park, Jeonghun Park
Opublikowane w: Asilomar 2025, 2025
Wydawca: IEEE

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

Autorzy: Doyoung Lee, Taeyeon Kim
Opublikowane w: IEEE GLOBECOM, 2025
Wydawca: IEEE

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

Autorzy: Chaehyun Jung, TaeJun Ha, Hyunuk Kim, and Jeonghun Park
Opublikowane w: Asilomar Conference on Signals, Systems, and Computers 2025, 2025
Wydawca: IEEE

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

Autorzy: Seok Bin; Soohyun Park
Opublikowane w: IEEE VTC, 2025
Wydawca: IEEE

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

Autorzy: Choi, Jinhyuk Oh, Seungeun Park, Jihong Kim, Seong-Lyun
Opublikowane w: SPAWC 2025, 2025
Wydawca: IEEE
DOI: 10.5281/ZENODO.17656517

Semantic Waveforms for AI-Native 6G Networks

Autorzy: Nour Hello, Mohamed Amine Hamoura, Francois Rivet, Emilio Calvanese-Strinati
Opublikowane w: IEEE GLOBECOM, 2025
Wydawca: IEEE

Compacting Semantic Matryoshka Representations with Product Quantization

Autorzy: Leonardo Roque, Quentin Lampin, Louis-Adrien Dufrène, Guillaume Larue, Grégoire Lefebvre, Mohamad Assaad
Opublikowane w: IEEE GLOBECOM, 2025
Wydawca: IEEE

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

Autorzy: Emilio Calvanese Strinati, Nicolas Cassiau et al
Opublikowane w: IEEE EuCNC and 6G Summit, 2025
Wydawca: IEEE
DOI: 10.5281/ZENODO.15131039

Conditional Denoising Diffusion Autoencoders for Wireless Semantic Communications

Autorzy: Letafati, Mehdi Ali, Samad Latva-aho, Matti
Opublikowane w: NeurIPS 2025, 2025
Wydawca: NeurIPS
DOI: 10.5281/ZENODO.17436303

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

Autorzy: Jayarathne, Harindu, Marasinghe, Dileepa, Rajatheva, Nandana, Latva-aho, Matti
Opublikowane w: IEEE GLOBECOM, 2025
Wydawca: IEEE
DOI: 10.5281/ZENODO.17236683