AI-driven proactive content caching for 6G

G Cheng, C Jiang, B Yue, R Wang… - IEEE Wireless …, 2023 - ieeexplore.ieee.org
To address the limitations of the current proactive content caching technology for the 6th
generation (6G) mobile network, this article comprehensively analyzes the complex …

Message passing meets graph neural networks: A new paradigm for massive MIMO systems

H He, X Yu, J Zhang, S Song… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
As one of the core technologies for 5G systems, massive multiple-input multiple-output
(MIMO) introduces dramatic capacity improvements along with very high beamforming and …

Suspect fault screen assisted graph aggregation network for intra-/inter-node failure localization in ROADM-based optical networks

R Wang, J Zhang, S Yan, C Zeng, H Yu… - Journal of Optical …, 2023 - opg.optica.org
In optical networks, failure localization is essential to stable operation and service
restoration. Several approaches have been presented to achieve accurate failure …

6G goal-oriented communications: How to coexist with legacy systems?

M Merluzzi, MC Filippou, L Gomes Baltar, MD Mueck… - Telecom, 2024 - mdpi.com
6G will connect heterogeneous intelligent agents to make them natively operate complex
cooperative tasks. When connecting intelligence, two main research questions arise to …

Smart intent-driven network management

C Yang, X Mi, Y Ouyang, R Dong… - IEEE …, 2023 - ieeexplore.ieee.org
Future communication networks will provide full life cycle network management. However,
the complexity of the network management should be reduced even without the …

Intelligent reflecting surface aided multi-tier hybrid computing

Y Zhao, Q Wu, G Chen, W Chen, R Liu… - IEEE Journal of …, 2023 - ieeexplore.ieee.org
The digital twin edge network (DITEN) aims to integrate mobile edge computing (MEC) and
digital twin (DT) to provide real-time system configuration and flexible resource allocation for …

智能反射面赋能无人机边缘网络计算卸载方案.

李斌, 刘文帅, 谢万城, 费泽松 - Journal on Communication …, 2022 - search.ebscohost.com
针对无人机辅助边缘计算城市场景, 因无人机与地面用户之间的任务卸载链路易受障碍物遮挡而
造成卸载速率低的问题, 提出了一种智能反射面赋能的无人机边缘计算部分任务卸载方案 …

Federated learning over fully-decoupled RAN architecture for two-tier computing acceleration

Y Xu, B Qian, K Yu, T Ma, L Zhao… - IEEE Journal on …, 2023 - ieeexplore.ieee.org
Two-tier computing paradigm that takes full advantage of both the end-user and the cloud
computation capabilities has emerged as a promising way to deal with computationally …

[HTML][HTML] Towards defining industry 5.0 vision with intelligent and softwarized wireless network architectures and services: A survey

S Zeb, A Mahmood, SA Khowaja, K Dev… - Journal of Network and …, 2023 - Elsevier
Abstract Industry 5.0 vision, a step toward the next industrial revolution and enhancement to
Industry 4.0, conceives the new goals of resilient, sustainable, and human-centric …

Federated learning over LEO satellite

Y Wang, C Zou, D Wen, Y Shi - 2022 IEEE Globecom …, 2022 - ieeexplore.ieee.org
The rapid development of low earth orbit (LEO) satellite communication has driven the
deployment of artificial intelligence (AI) in space, providing various intelligent services like …