A Survey on AI for 6G: Challenges and Opportunities
Fuente:
arXiv
Guardado en:
| Autores principales: | Chatzieleftheriou, Constantina, Liotou, Eirini |
|---|---|
| Formato: | Preprint |
| Publicado: |
2026
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Overview of AI and Communication for 6G Network: Fundamentals, Challenges, and Future Research Opportunities
por: Cui, Qimei, et al.
Publicado: (2024)
por: Cui, Qimei, et al.
Publicado: (2024)
ML-Enabled Open RAN: A Comprehensive Survey of Architectures, Challenges, and Opportunities
por: Kirana, Mira Chandra, et al.
Publicado: (2026)
por: Kirana, Mira Chandra, et al.
Publicado: (2026)
Integration of Agentic AI with 6G Networks for Mission-Critical Applications: Use-case and Challenges
por: Khowaja, Sunder Ali, et al.
Publicado: (2025)
por: Khowaja, Sunder Ali, et al.
Publicado: (2025)
Energy-Aware 6G Network Design: A Survey
por: Kamran, Rashmi, et al.
Publicado: (2025)
por: Kamran, Rashmi, et al.
Publicado: (2025)
Distributed AI Platform for the 6G RAN
por: Ananthanarayanan, Ganesh, et al.
Publicado: (2024)
por: Ananthanarayanan, Ganesh, et al.
Publicado: (2024)
Towards Sustainability in 6G and beyond: Challenges and Opportunities of Open RAN
por: Ahmadi, Hamed, et al.
Publicado: (2025)
por: Ahmadi, Hamed, et al.
Publicado: (2025)
Toward Experimentation-as-a-Service in 5G/6G: The Plaza6G Prototype for AI-Assisted Trials
por: Barrachina-Muñoz, Sergio, et al.
Publicado: (2026)
por: Barrachina-Muñoz, Sergio, et al.
Publicado: (2026)
Agentic AI Empowered Intent-Based Networking for 6G
por: Jiang, Genze, et al.
Publicado: (2026)
por: Jiang, Genze, et al.
Publicado: (2026)
A Tutorial on Cognitive Biases in Agentic AI-Driven 6G Autonomous Networks
por: Chergui, Hatim, et al.
Publicado: (2025)
por: Chergui, Hatim, et al.
Publicado: (2025)
6G-Bench: An Open Benchmark for Semantic Communication and Network-Level Reasoning with Foundation Models in AI-Native 6G Networks
por: Ferrag, Mohamed Amine, et al.
Publicado: (2026)
por: Ferrag, Mohamed Amine, et al.
Publicado: (2026)
Bridging the Cognitive Gap: A Unified Memory Paradigm for 6G Agentic AI-RAN
por: Wang, Xijun, et al.
Publicado: (2026)
por: Wang, Xijun, et al.
Publicado: (2026)
Towards Agentic AI Networking in 6G: A Generative Foundation Model-as-Agent Approach
por: Xiao, Yong, et al.
Publicado: (2025)
por: Xiao, Yong, et al.
Publicado: (2025)
End-to-End Edge AI Service Provisioning Framework in 6G ORAN
por: Tang, Yun, et al.
Publicado: (2025)
por: Tang, Yun, et al.
Publicado: (2025)
A Survey Mobility Management in 5G Networks
por: Kasim, A. Nezih
Publicado: (2020)
por: Kasim, A. Nezih
Publicado: (2020)
SANet: A Semantic-aware Agentic AI Networking Framework for Cross-layer Optimization in 6G
por: Xiao, Yong, et al.
Publicado: (2025)
por: Xiao, Yong, et al.
Publicado: (2025)
6G Needs Agents: Toward Agentic AI-Native Networks for Autonomous Intelligence
por: Ferrag, Mohamed Amine, et al.
Publicado: (2026)
por: Ferrag, Mohamed Amine, et al.
Publicado: (2026)
GENESIS: Harnessing AI Agents for Autonomous 6G RAN Synthesis, Research, and Testing
por: Aghayev, Tamerlan, et al.
Publicado: (2026)
por: Aghayev, Tamerlan, et al.
Publicado: (2026)
An Agentic AI Control Plane for 6G Network Slice Orchestration, Monitoring, and Trading
por: Bandara, Eranga, et al.
Publicado: (2026)
por: Bandara, Eranga, et al.
Publicado: (2026)
XAI-on-RAN: Explainable, AI-native, and GPU-Accelerated RAN Towards 6G
por: Basaran, Osman Tugay, et al.
Publicado: (2025)
por: Basaran, Osman Tugay, et al.
Publicado: (2025)
Modular and Integrated AI Control Framework across Fiber and Wireless Networks for 6G
por: Dzaferagic, Merim, et al.
Publicado: (2025)
por: Dzaferagic, Merim, et al.
Publicado: (2025)
AgentRAN: An Agentic AI Architecture for Autonomous Control of Open 6G Networks
por: Elkael, Maxime, et al.
Publicado: (2025)
por: Elkael, Maxime, et al.
Publicado: (2025)
Generative AI for Intent-Driven Network Management in 6G RAN: A Case Study on the Mamba Model
por: Habib, Md Arafat, et al.
Publicado: (2025)
por: Habib, Md Arafat, et al.
Publicado: (2025)
Decentralized Multi-Party Multi-Network AI for Global Deployment of 6G Wireless Systems
por: Dzaferagic, Merim, et al.
Publicado: (2024)
por: Dzaferagic, Merim, et al.
Publicado: (2024)
How Small Can 6G Reason? Scaling Tiny Language Models for AI-Native Networks
por: Ferrag, Mohamed Amine, et al.
Publicado: (2026)
por: Ferrag, Mohamed Amine, et al.
Publicado: (2026)
At the Dawn of Generative AI Era: A Tutorial-cum-Survey on New Frontiers in 6G Wireless Intelligence
por: Celik, Abdulkadir, et al.
Publicado: (2024)
por: Celik, Abdulkadir, et al.
Publicado: (2024)
The Future of Internet of Things and Multimodal Language Models in 6G Networks: Opportunities and Challenges
por: Soliman, Abdelrahman
Publicado: (2025)
por: Soliman, Abdelrahman
Publicado: (2025)
Applications of Generative AI (GAI) for Mobile and Wireless Networking: A Survey
por: Vu, Thai-Hoc, et al.
Publicado: (2024)
por: Vu, Thai-Hoc, et al.
Publicado: (2024)
INSIGHT: A Survey of In-Network Systems for Intelligent, High-Efficiency AI and Topology Optimization
por: Algazinov, Aleksandr, et al.
Publicado: (2025)
por: Algazinov, Aleksandr, et al.
Publicado: (2025)
A Survey on XAI for 5G and Beyond Security: Technical Aspects, Challenges and Research Directions
por: Senevirathna, Thulitha, et al.
Publicado: (2022)
por: Senevirathna, Thulitha, et al.
Publicado: (2022)
Effective Communications for 6G: Challenges and Opportunities
por: Soyak, Ece Gelal, et al.
Publicado: (2022)
por: Soyak, Ece Gelal, et al.
Publicado: (2022)
Agoran: An Agentic Open Marketplace for 6G RAN Automation
por: Chatzistefanidis, Ilias, et al.
Publicado: (2025)
por: Chatzistefanidis, Ilias, et al.
Publicado: (2025)
Snake Learning: A Communication- and Computation-Efficient Distributed Learning Framework for 6G
por: Yu, Xiaoxue, et al.
Publicado: (2024)
por: Yu, Xiaoxue, et al.
Publicado: (2024)
Predictive Handover Strategy in 6G and Beyond: A Deep and Transfer Learning Approach
por: Panitsas, Ioannis, et al.
Publicado: (2024)
por: Panitsas, Ioannis, et al.
Publicado: (2024)
Semantic Waveforms for AI-Native 6G Networks
por: Hello, Nour, et al.
Publicado: (2026)
por: Hello, Nour, et al.
Publicado: (2026)
Where 6G Stands Today: Evolution, Enablers, and Research Gaps
por: Tika, Salma, et al.
Publicado: (2025)
por: Tika, Salma, et al.
Publicado: (2025)
LLM Agents as 6G Orchestrator: A Paradigm for Task-Oriented Physical-Layer Automation
por: Xiao, Zhuoran, et al.
Publicado: (2024)
por: Xiao, Zhuoran, et al.
Publicado: (2024)
A Wireless World Model for AI-Native 6G Networks
por: Chen, Ziqi, et al.
Publicado: (2026)
por: Chen, Ziqi, et al.
Publicado: (2026)
"X of Information'' Continuum: A Survey on AI-Driven Multi-dimensional Metrics for Next-Generation Networked Systems
por: Wu, Beining, et al.
Publicado: (2025)
por: Wu, Beining, et al.
Publicado: (2025)
User-centric Immersive Communications in 6G: A Data-oriented Framework via Digital Twin
por: Zhou, Conghao, et al.
Publicado: (2024)
por: Zhou, Conghao, et al.
Publicado: (2024)
Offloading and Quality Control for AI Generated Content Services in 6G Mobile Edge Computing Networks
por: Wang, Yitong, et al.
Publicado: (2023)
por: Wang, Yitong, et al.
Publicado: (2023)
Ejemplares similares
-
Overview of AI and Communication for 6G Network: Fundamentals, Challenges, and Future Research Opportunities
por: Cui, Qimei, et al.
Publicado: (2024) -
ML-Enabled Open RAN: A Comprehensive Survey of Architectures, Challenges, and Opportunities
por: Kirana, Mira Chandra, et al.
Publicado: (2026) -
Integration of Agentic AI with 6G Networks for Mission-Critical Applications: Use-case and Challenges
por: Khowaja, Sunder Ali, et al.
Publicado: (2025) -
Energy-Aware 6G Network Design: A Survey
por: Kamran, Rashmi, et al.
Publicado: (2025) -
Distributed AI Platform for the 6G RAN
por: Ananthanarayanan, Ganesh, et al.
Publicado: (2024)