SANet: A Semantic-aware Agentic AI Networking Framework for Cross-layer Optimization in 6G
Fuente:
arXiv
Saved in:
| Main Authors: | Xiao, Yong, Li, Xubo, Zhou, Haoran, Li, Yingyu, Gao, Yayu, Shi, Guangming, Zhang, Ping, Krunz, Marwan |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
SANSee: A Physical-layer Semantic-aware Networking Framework for Distributed Wireless Sensing
by: Zhu, Huixiang, et al.
Published: (2024)
by: Zhu, Huixiang, et al.
Published: (2024)
SANEmerg: An Emergent Communication Framework for Semantic-aware Agentic AI Networking
by: Xiao, Yong, et al.
Published: (2026)
by: Xiao, Yong, et al.
Published: (2026)
SANNet: A Semantic-Aware Agentic AI Networking Framework for Multi-Agent Cross-Layer Coordination
by: Xiao, Yong, et al.
Published: (2025)
by: Xiao, Yong, et al.
Published: (2025)
Towards Agentic AI Networking in 6G: A Generative Foundation Model-as-Agent Approach
by: Xiao, Yong, et al.
Published: (2025)
by: Xiao, Yong, et al.
Published: (2025)
SAIL: Unsupervised Spatial-Angular Interpretable Feature Learning for RF Map Synthesis
by: Sarkar, Sopan, et al.
Published: (2026)
by: Sarkar, Sopan, et al.
Published: (2026)
Towards Net-Zero Carbon Emissions in Network AI for 6G and Beyond
by: Zhang, Peng, et al.
Published: (2023)
by: Zhang, Peng, et al.
Published: (2023)
Reimagining RAN Automation in 6G: An Agentic AI Framework with Hierarchical Online Decision Transformer
by: Habib, Md Arafat, et al.
Published: (2026)
by: Habib, Md Arafat, et al.
Published: (2026)
A Framework for AI-Native Semantic-Based Dynamic Slicing for 6G Networks
by: Chowdhury, Mayukh Roy, et al.
Published: (2025)
by: Chowdhury, Mayukh Roy, et al.
Published: (2025)
ACCORD: Application Context-aware Cross-layer Optimization and Resource Design for 5G/NextG Machine-centric Applications
by: Chiejina, Azuka, et al.
Published: (2025)
by: Chiejina, Azuka, et al.
Published: (2025)
Agentic AI for 6G: A New Paradigm for Autonomous RAN Security Compliance
by: Chatzimiltis, Sotiris, et al.
Published: (2025)
by: Chatzimiltis, Sotiris, et al.
Published: (2025)
Filtered Randomized Smoothing: A New Defense for Robust Modulation Classification
by: Zhang, Wenhan, et al.
Published: (2024)
by: Zhang, Wenhan, et al.
Published: (2024)
Wireless Agentic AI with Retrieval-Augmented Multimodal Semantic Perception
by: Liu, Guangyuan, et al.
Published: (2025)
by: Liu, Guangyuan, et al.
Published: (2025)
Agentic AI Empowered Intent-Based Networking for 6G
by: Jiang, Genze, et al.
Published: (2026)
by: Jiang, Genze, et al.
Published: (2026)
Hierarchical Decision Mamba Meets Agentic AI: A Novel Approach for RAN Slicing in 6G
by: Habib, Md Arafat, et al.
Published: (2025)
by: Habib, Md Arafat, et al.
Published: (2025)
Agentic AI for SAGIN Resource Management_Semantic Awareness, Orchestration, and Optimization
by: Zhang, Linghao, et al.
Published: (2026)
by: Zhang, Linghao, et al.
Published: (2026)
Reflection-Driven Self-Optimization 6G Agentic AI RAN via Simulation-in-the-Loop Workflows
by: Hu, Yunhao, et al.
Published: (2025)
by: Hu, Yunhao, 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)
by: Trantzas, Kostis, et al.
Published: (2026)
AI Enabled 6G for Semantic Metaverse: Prospects, Challenges and Solutions for Future Wireless VR
by: Mohsin, Muhammad Ahmed, et al.
Published: (2025)
by: Mohsin, Muhammad Ahmed, et al.
Published: (2025)
Toward Scalable VR-Cloud Gaming: An Attention-aware Adaptive Resource Allocation Framework for 6G Networks
by: Almeida, Gabriel, et al.
Published: (2025)
by: Almeida, Gabriel, et al.
Published: (2025)
LLM-Empowered Agentic AI for QoE-Aware Network Slicing Management in Industrial IoT
by: Wang, Xudong, et al.
Published: (2025)
by: Wang, Xudong, et al.
Published: (2025)
Automated, Cross-Layer Root Cause Analysis of 5G Video-Conferencing Quality Degradation
by: Yi, Fan, et al.
Published: (2025)
by: Yi, Fan, et al.
Published: (2025)
6G Needs Agents: Toward Agentic AI-Native Networks for Autonomous Intelligence
by: Ferrag, Mohamed Amine, et al.
Published: (2026)
by: Ferrag, Mohamed Amine, et al.
Published: (2026)
A Tutorial on Cognitive Biases in Agentic AI-Driven 6G Autonomous Networks
by: Chergui, Hatim, et al.
Published: (2025)
by: Chergui, Hatim, et al.
Published: (2025)
AgentRAN: An Agentic AI Architecture for Autonomous Control of Open 6G Networks
by: Elkael, Maxime, et al.
Published: (2025)
by: Elkael, Maxime, et al.
Published: (2025)
An Agentic AI Control Plane for 6G Network Slice Orchestration, Monitoring, and Trading
by: Bandara, Eranga, et al.
Published: (2026)
by: Bandara, Eranga, et al.
Published: (2026)
Agentic AI for Integrated Sensing and Communication: Analysis, Framework, and Case Study
by: Xie, Wenwen, et al.
Published: (2025)
by: Xie, Wenwen, et al.
Published: (2025)
Toward an Unbiased Collective Memory for Efficient LLM-Based Agentic 6G Cross-Domain Management
by: Chergui, Hatim, et al.
Published: (2025)
by: Chergui, Hatim, et al.
Published: (2025)
Integration of Agentic AI with 6G Networks for Mission-Critical Applications: Use-case and Challenges
by: Khowaja, Sunder Ali, et al.
Published: (2025)
by: Khowaja, Sunder Ali, et al.
Published: (2025)
Bridging the Cognitive Gap: A Unified Memory Paradigm for 6G Agentic AI-RAN
by: Wang, Xijun, et al.
Published: (2026)
by: Wang, Xijun, et al.
Published: (2026)
Agentic Assistant for 6G: Turn-based Conversations for AI-RAN Hierarchical Co-Management
by: Srinivasan, Udhaya, et al.
Published: (2026)
by: Srinivasan, Udhaya, et al.
Published: (2026)
Cross-Modal Generative Semantic Communications for Mobile AIGC: Joint Semantic Encoding and Prompt Engineering
by: Liu, Yinqiu, et al.
Published: (2024)
by: Liu, Yinqiu, et al.
Published: (2024)
DRASTIC: A Dynamic Resource Allocation Framework over 6G Network Slicing in Task-aware Closed-Loop Tactile Internet Applications
by: Golmohammadi, Narges, et al.
Published: (2026)
by: Golmohammadi, Narges, et al.
Published: (2026)
Intelligent 6G Edge Connectivity: A Knowledge Driven Optimization Framework for Small Cell Selection
by: Bilen, Tuğçe, et al.
Published: (2026)
by: Bilen, Tuğçe, et al.
Published: (2026)
Sovereign AI for 6G: Towards the Future of AI-Native Networks
by: Chetty, Swarna Bindu, et al.
Published: (2025)
by: Chetty, Swarna Bindu, et al.
Published: (2025)
Large Generative AI Models meet Open Networks for 6G: Integration, Platform, and Monetization
by: Li, Peizheng, et al.
Published: (2024)
by: Li, Peizheng, et al.
Published: (2024)
Harmonious Coexistence between Aloha and CSMA: Novel Dual-channel Modeling and Throughput Optimization
by: Lin, Wenhai, et al.
Published: (2025)
by: Lin, Wenhai, et al.
Published: (2025)
Rivaling Transformers: Multi-Scale Structured State-Space Mixtures for Agentic 6G O-RAN
by: Rezazadeh, Farhad, et al.
Published: (2025)
by: Rezazadeh, Farhad, et al.
Published: (2025)
Semantic Vehicle-to-Everything (V2X) Communications Towards 6G
by: Lyu, Tengfei, et al.
Published: (2024)
by: Lyu, Tengfei, et al.
Published: (2024)
Semantic-Aware 6G Network Management through Knowledge-Defined Networking
by: Bilen, Tuğçe, et al.
Published: (2026)
by: Bilen, Tuğçe, et al.
Published: (2026)
Agentic Open RAN: A Deterministic and Auditable Framework for Intent-Driven Radio Control
by: Li, Hengxu, et al.
Published: (2026)
by: Li, Hengxu, et al.
Published: (2026)
Similar Items
-
SANSee: A Physical-layer Semantic-aware Networking Framework for Distributed Wireless Sensing
by: Zhu, Huixiang, et al.
Published: (2024) -
SANEmerg: An Emergent Communication Framework for Semantic-aware Agentic AI Networking
by: Xiao, Yong, et al.
Published: (2026) -
SANNet: A Semantic-Aware Agentic AI Networking Framework for Multi-Agent Cross-Layer Coordination
by: Xiao, Yong, et al.
Published: (2025) -
Towards Agentic AI Networking in 6G: A Generative Foundation Model-as-Agent Approach
by: Xiao, Yong, et al.
Published: (2025) -
SAIL: Unsupervised Spatial-Angular Interpretable Feature Learning for RF Map Synthesis
by: Sarkar, Sopan, et al.
Published: (2026)