Image de couverture de livre

An LLM-Agent-Based Framework for Age of Information Optimization in Heterogeneous Random Access Networks

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Liu, Fang, Zhu, Erchao, Tan, Jiedan, Tong, Jingwen, Wang, Taotao, Zhang, Shengli
Format:	Preprint
Publié:	2026
Sujets:	Networking and Internet Architecture
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

From Raw Data to Shared 3D Semantics: Task-Oriented Communication for Multi-Robot Collaboration
par: Xue, Ruibo, et autres
Publié: (2026)

Agentic Peer-to-Peer Networks: From Content Distribution to Capability and Action Sharing
par: Wang, Taotao, et autres
Publié: (2026)

Age of Information in Random Access Networks with Energy Harvesting
par: Zhao, Fangming, et autres
Publié: (2024)

LLM-Slice: Dedicated Wireless Network Slicing for Large Language Models
par: Liu, Boyi, et autres
Publié: (2024)

Agent-OSI: A Layered Protocol Stack Toward a Decentralized Internet of Agents
par: Xu, Wenxin, et autres
Publié: (2026)

Decentralized Physical Infrastructure Network (DePIN): Challenges and Opportunities
par: Lin, Zhibin, et autres
Publié: (2024)

Timely and Energy-Efficient Information Delivery in Heterogeneous Correlated Random Access Networks
par: Yuan, Anshan, et autres
Publié: (2025)

Optimizing Age of Information in Random Access Networks: A Second-Order Approach for Active/Passive Users
par: Fan, Siqi, et autres
Publié: (2024)

Probing for Better Age of Information in Energy-Harvesting Random Access Networks
par: Li, Ziyi, et autres
Publié: (2026)

Binding Agent ID: Unleashing the Power of AI Agents with accountability and credibility
par: Lin, Zibin, et autres
Publié: (2025)

DEthna: Accurate Ethereum Network Topology Discovery with Marked Transactions
par: Zhao, Chonghe, et autres
Publié: (2024)

Implementing NAT Hole Punching with QUIC
par: Liang, Jinyu, et autres
Publié: (2024)

WirelessBench: A Tolerance-Aware LLM Agent Benchmark for Wireless Network Intelligence
par: Tong, Jingwen, et autres
Publié: (2026)

Enhanced Velocity-Adaptive Scheme: Joint Fair Access and Age of Information Optimization in Vehicular Networks
par: Xu, Xiao, et autres
Publié: (2025)

Energy-Aware Random Access Networks: Connection-Based versus Packet-Based
par: Yuan, Anshan, et autres
Publié: (2024)

Age of Information-Aware Cognitive Shared Access Networks with Energy Harvesting
par: Smpokos, Georgios, et autres
Publié: (2025)

On the Role of Early-Termination for Age of Information in Tree-Based Random Access Protocols
par: Munari, Andrea, et autres
Publié: (2025)

WirelessAgent++: Automated Agentic Workflow Design and Benchmarking for Wireless Networks
par: Tong, Jingwen, et autres
Publié: (2026)

Age-of-Information and Energy Optimization in Digital Twin Edge Networks
par: Guo, Yongna, et autres
Publié: (2024)

A deep-learning-based MAC for integrating channel access, rate adaptation and channel switch
par: Xin, Jiantao, et autres
Publié: (2024)

ML-Based Preamble Collision Detection in the Random Access Procedure of Cellular IoT Networks
par: Cardenas, Giancarlo Maldonado, et autres
Publié: (2025)

Distributionally Robust Optimization for Computation Offloading in Aerial Access Networks
par: Jiang, Guanwang, et autres
Publié: (2024)

Optimizing Age of Information without Knowing the Age of Information
par: Zhao, Zhuoyi, et autres
Publié: (2025)

ASTRA: Asynchronous Age-Aware Satellite Random Access via Mean-Field Control
par: Chakraborty, Sayam, et autres
Publié: (2026)

Age-Threshold Slotted ALOHA for Optimizing Information Freshness in Mobile Networks
par: Zhao, Fangming, et autres
Publié: (2023)

Throughput-Optimal Random Access: A Queueing-Theoretical Analysis for Learning-Based Access Design
par: Zhao, Xinran, et autres
Publié: (2025)

Scrutinizing Real-life Configurations of Random Access Procedures in Cellular Networks
par: Belder, Joris, et autres
Publié: (2026)

ZK-AMS: Credibly Anonymous Admission for Web 3.0 Platforms via Recursive Proof Aggregation
par: Lin, Zibin, et autres
Publié: (2026)

SARA -- A Semantic Access Point Resource Allocation Service for Heterogenous Wireless Networks
par: Zhou, Qianru, et autres
Publié: (2020)

Network Intent Decomposition and Optimization for Energy-Aware Radio Access Network
par: Wang, Yao, et autres
Publié: (2024)

Optimal Packetization Towards Low Latency in Random Access Networks (extended version)
par: Li, Zihong, et autres
Publié: (2025)

Optimizing Layerwise Microservice Management in Heterogeneous Wireless Networks
par: Yan, Haojie, et autres
Publié: (2024)

Goal-Oriented Random Access (GORA)
par: Topbas, Ahsen, et autres
Publié: (2025)

An Efficient and Adaptive Framework for Achieving Underwater High-performance Maintenance Networks
par: Gou, Yu, et autres
Publié: (2025)

Bodyless Block Propagation: TPS Fully Scalable Blockchain with Pre-Validation
par: Zhao, Chonghe, et autres
Publié: (2022)

LLM-Based Intent Processing and Network Optimization Using Attention-Based Hierarchical Reinforcement Learning
par: Habib, Md Arafat, et autres
Publié: (2024)

LLM4MAC: An LLM-Driven Reinforcement Learning Framework for MAC Protocol Emergence
par: Tan, Renxuan, et autres
Publié: (2025)

Collaborative Charging Optimization for Wireless Rechargeable Sensor Networks via Heterogeneous Mobile Chargers
par: Yao, Jianhang, et autres
Publié: (2025)

Age of Information Optimization in Laser-charged UAV-assisted IoT Networks: A Multi-agent Deep Reinforcement Learning Method
par: Sun, Geng, et autres
Publié: (2025)

Energy-Latency Optimization for Dynamic 5G Mobile Radio Access Networks
par: H., Gabriela N. Caspa, et autres
Publié: (2025)