Cover Image

Agentic Open RAN: A Deterministic and Auditable Framework for Intent-Driven Radio Control

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Li, Hengxu, Xu, Dongkuan, Chen, Mingzhe, Liu, Yuchen
Format:	Preprint
Published:	2026
Subjects:	Networking and Internet Architecture
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Contract-based Agentic Intent Framework for Network Slicing in O-RAN
by: Bimo, Fransiscus Asisi, et al.
Published: (2026)

Digital Twin-Assisted Data-Driven Optimization for Reliable Edge Caching in Wireless Networks
by: Zhang, Zifan, et al.
Published: (2024)

OpenTwin: Digital Twin Driven Closed Loop KPM Inference and Control for Open RAN
by: Hossen, Md Sharif, et al.
Published: (2026)

Intent-based Radio Scheduler for RAN Slicing: Learning to deal with different network scenarios
by: Nahum, Cleverson, et al.
Published: (2025)

Denoising Diffusion Probabilistic Model for Radio Map Estimation in Generative Wireless Networks
by: Luo, Xuanhao, et al.
Published: (2025)

Intent-Based Orchestration in Open RAN: An ns-3 Simulation Framework
by: Agheli, Pouya, et al.
Published: (2026)

ALLSTaR: Automated LLM-Driven Scheduler Generation and Testing for Intent-Based RAN
by: Elkael, Maxime, et al.
Published: (2025)

inRAN: Interpretable Online Bayesian Learning for Network Automation in Open Radio Access Networks
by: Zhao, Ming, et al.
Published: (2026)

MX-AI: Agentic Observability and Control Platform for Open and AI-RAN
by: Chatzistefanidis, Ilias, et al.
Published: (2025)

An Agentic Framework for Intent Co-Creation in 6G NaaS: Architecture and Open-Source Model Evaluation
by: Trantzas, Kostis, et al.
Published: (2026)

AgentRAN: An Agentic AI Architecture for Autonomous Control of Open 6G Networks
by: Elkael, Maxime, et al.
Published: (2025)

AutoRAN: Automated and Zero-Touch Open RAN Systems
by: Maxenti, Stefano, et al.
Published: (2025)

Agoran: An Agentic Open Marketplace for 6G RAN Automation
by: Chatzistefanidis, Ilias, et al.
Published: (2025)

On the Architectural Split and Radio Intelligence Controller Placement in Integrated O-RAN-enabled Non-Terrestrial Networks
by: Baranda, Jorge, et al.
Published: (2025)

HexRAN: A Programmable Approach to Open RAN Base Station System Design
by: Kak, Ahan, et al.
Published: (2023)

Kairos: Energy-Efficient Radio Unit Control for O-RAN via Advanced Sleep Modes
by: Lozano, J. Xavier Salvat, et al.
Published: (2025)

IGAA: Intent-Driven General Agentic AI for Edge Services Scheduling using Generative Meta Learning
by: Sun, Yan, et al.
Published: (2026)

Reimagining RAN Automation in 6G: An Agentic AI Framework with Hierarchical Online Decision Transformer
by: Habib, Md Arafat, et al.
Published: (2026)

ScalO-RAN: Energy-aware Network Intelligence Scaling in Open RAN
by: Maxenti, Stefano, et al.
Published: (2023)

TailO-RAN: O-RAN Control on Scheduler Parameters to Tailor RAN Performance
by: Longhi, Nicolo, et al.
Published: (2025)

FALCON: A Framework for Fault Prediction in Open RAN Using Multi-Level Telemetry
by: LS, Yaswanth Kumar, et al.
Published: (2025)

Open RAN Slicing with Quantum Optimization
by: Keyela, Patatchona, et al.
Published: (2025)

dApps: Enabling Real-Time AI-Based Open RAN Control
by: Lacava, Andrea, et al.
Published: (2025)

KPI Poisoning: An Attack in Open RAN Near Real-Time Control Loop
by: Alimohammadi, Hamed, et al.
Published: (2025)

Contextual Combinatorial Beam Management via Online Probing for Multiple Access mmWave Wireless Networks
by: Li, Zhizhen, et al.
Published: (2024)

RIDAS: A Multi-Agent Framework for AI-RAN with Representation- and Intention-Driven Agents
by: Ding, Kuiyuan, et al.
Published: (2025)

Network Intent Decomposition and Optimization for Energy-Aware Radio Access Network
by: Wang, Yao, et al.
Published: (2024)

A Techno-Economic Framework for Cost Modeling and Revenue Opportunities in Open and Programmable AI-RAN
by: Gemmi, Gabriele, et al.
Published: (2026)

AI-Driven Multi-Modal Adaptive Handover Control Optimization for O-RAN
by: Wadud, Abdul, et al.
Published: (2026)

Harnessing the Power of LLMs, Informers and Decision Transformers for Intent-driven RAN Management in 6G
by: Habib, Md Arafat, et al.
Published: (2025)

PACIFISTA: Conflict Evaluation and Management in Open RAN
by: del Prever, Pietro Brach, et al.
Published: (2024)

ORION: Intent-Aware Orchestration in Open RAN for SLA-Driven Network Management
by: Machado, Gabriela da Silva, et al.
Published: (2026)

Near Real-Time Data-Driven Control of Virtual Reality Traffic in Open Radio Access Network
by: Casparsen, Andreas, et al.
Published: (2024)

Agentic AI for 6G: A New Paradigm for Autonomous RAN Security Compliance
by: Chatzimiltis, Sotiris, et al.
Published: (2025)

An O-RAN Framework for AI/ML-Based Localization with OpenAirInterface and FlexRIC
by: Bouknana, Nada, et al.
Published: (2025)

Generative AI for Intent-Driven Network Management in 6G RAN: A Case Study on the Mamba Model
by: Habib, Md Arafat, et al.
Published: (2025)

An intensive vRAN deployment with OpenAirInterface
by: Beurdouche, Romain, et al.
Published: (2026)

Adapting LoRaWAN to the Open-RAN Architecture
by: Alfayoumi, Sobhi, et al.
Published: (2024)

Digital Network Twins for Next-generation Wireless: Creation, Optimization, and Challenges
by: Zhang, Zifan, et al.
Published: (2024)

RAID: In-Network RA Signaling Storm Detection for 5G Open RAN
by: Rouili, Mohamed, et al.
Published: (2025)