How to Discover Knowledge for FutureG: Contextual RAG and LLM Prompting for O-RAN
Fuente:
arXiv
Saved in:
| Main Authors: | Conger, Nathan, Scollar, Nathan, Davaslioglu, Kemal, Sagduyu, Yalin E., Kompella, Sastry |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Relay Selection and User Equipment Admission in Resource-Efficient NextG Sidelink Communications
by: Sagduyu, Yalin E., et al.
Published: (2025)
by: Sagduyu, Yalin E., et al.
Published: (2025)
How to Combat Reactive and Dynamic Jamming Attacks with Reinforcement Learning
by: Sagduyu, Yalin E., et al.
Published: (2025)
by: Sagduyu, Yalin E., et al.
Published: (2025)
Augmenting Training Data with Vector-Quantized Variational Autoencoder for Classifying RF Signals
by: Kompella, Srihari Kamesh, et al.
Published: (2024)
by: Kompella, Srihari Kamesh, et al.
Published: (2024)
Continual Deep Reinforcement Learning to Prevent Catastrophic Forgetting in Jamming Mitigation
by: Davaslioglu, Kemal, et al.
Published: (2024)
by: Davaslioglu, Kemal, et al.
Published: (2024)
MULTI-SCOUT: Multistatic Integrated Sensing and Communications in 5G and Beyond for Moving Target Detection, Positioning, and Tracking
by: Sagduyu, Yalin E., et al.
Published: (2025)
by: Sagduyu, Yalin E., et al.
Published: (2025)
Coordinated Anti-Jamming Resilience in Swarm Networks via Multi-Agent Reinforcement Learning
by: Abolhassani, Bahman, et al.
Published: (2025)
by: Abolhassani, Bahman, et al.
Published: (2025)
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)
Censorship Chokepoints: New Battlegrounds for Regional Surveillance, Censorship and Influence on the Internet
by: Zhang, Yong, et al.
Published: (2025)
by: Zhang, Yong, et al.
Published: (2025)
Distributed Federated Learning for Vehicular Network Security: Anomaly Detection Benefits and Multi-Domain Attack Threats
by: Demir, Utku, et al.
Published: (2025)
by: Demir, Utku, et al.
Published: (2025)
Quantifying Potential Energy Efficiency Gain in Green Cellular Wireless Networks
by: Davaslioglu, Kemal, et al.
Published: (2015)
by: Davaslioglu, Kemal, et al.
Published: (2015)
Toward Building a Semantic Network Inventory for Model-Driven Telemetry
by: Martínez-Casanueva, I. D., et al.
Published: (2024)
by: Martínez-Casanueva, I. D., et al.
Published: (2024)
E-Commerce Product Recommendation System based on ML Algorithms
by: Haque, Md. Zahurul
Published: (2024)
by: Haque, Md. Zahurul
Published: (2024)
Magnetic Localization for In-Body Nano-Communication Medical Systems
by: Skos, Krzysztof, et al.
Published: (2024)
by: Skos, Krzysztof, et al.
Published: (2024)
Characterizing User Behavior: The Interplay Between Mobility Patterns and Mobile Traffic
by: Kouam, Anne Josiane, et al.
Published: (2025)
by: Kouam, Anne Josiane, et al.
Published: (2025)
A Reinforcement Learning Framework for Application-Specific TCP Congestion-Control
by: Xing, Jinming, et al.
Published: (2025)
by: Xing, Jinming, et al.
Published: (2025)
Advancing Remote and Continuous Cardiovascular Patient Monitoring through a Novel and Resource-efficient IoT-Driven Framework
by: Nayab, Sanam, et al.
Published: (2025)
by: Nayab, Sanam, et al.
Published: (2025)
When Semantic Communication Meets Queueing: Cross-Layer Latency and Task Fidelity Optimization
by: Sagduyu, Yalin E., et al.
Published: (2026)
by: Sagduyu, Yalin E., et al.
Published: (2026)
Targeted Attacks and Defenses for Distributed Federated Learning in Vehicular Networks
by: Demir, Utku, et al.
Published: (2025)
by: Demir, Utku, et al.
Published: (2025)
Will 6G be Semantic Communications? Opportunities and Challenges from Task Oriented and Secure Communications to Integrated Sensing
by: Sagduyu, Yalin E., et al.
Published: (2024)
by: Sagduyu, Yalin E., et al.
Published: (2024)
Federated Machine Reasoning for Resource Provisioning in 6G O-RAN
by: Roy, Swastika, et al.
Published: (2024)
by: Roy, Swastika, et al.
Published: (2024)
LayerPlexRank: Exploring Node Centrality and Layer Influence through Algebraic Connectivity in Multiplex Networks
by: Ren, Hao, et al.
Published: (2024)
by: Ren, Hao, et al.
Published: (2024)
V2X communication coverage analysis for connected vehicles in intelligent transportation networks: A case study for the city of Xanthi, Greece
by: Bazinas, Evangelos, et al.
Published: (2023)
by: Bazinas, Evangelos, et al.
Published: (2023)
Not Here, Go There: Analyzing Redirection Patterns on the Web
by: Garg, Kritika, et al.
Published: (2025)
by: Garg, Kritika, et al.
Published: (2025)
Scalable Time-Tagged Data Acquisition for Entanglement Distribution in Quantum Networks
by: Amlou, Abderrahim, et al.
Published: (2025)
by: Amlou, Abderrahim, et al.
Published: (2025)
Reinforcement-Learned Unequal Error Protection for Quantized Semantic Embeddings
by: Singh, Moirangthem Tiken, et al.
Published: (2026)
by: Singh, Moirangthem Tiken, et al.
Published: (2026)
A New Paradigm of User-Centric Wireless Communication Driven by Large Language Models
by: Ding, Kuiyuan, et al.
Published: (2025)
by: Ding, Kuiyuan, et al.
Published: (2025)
Recommenadation aided Caching using Combinatorial Multi-armed Bandits
by: J, Pavamana K, et al.
Published: (2024)
by: J, Pavamana K, et al.
Published: (2024)
Retrieval Augmented Generation Based LLM Evaluation For Protocol State Machine Inference With Chain-of-Thought Reasoning
by: Maklad, Youssef, et al.
Published: (2025)
by: Maklad, Youssef, et al.
Published: (2025)
Privacy-Preserving Semantic Communications via Multi-Task Learning and Adversarial Perturbations
by: Sagduyu, Yalin E., et al.
Published: (2025)
by: Sagduyu, Yalin E., et al.
Published: (2025)
Joint Sensing and Semantic Communications with Multi-Task Deep Learning
by: Sagduyu, Yalin E., et al.
Published: (2023)
by: Sagduyu, Yalin E., et al.
Published: (2023)
A hybrid solution for 2-UAV RAN slicing
by: Boyer, Nathan
Published: (2024)
by: Boyer, Nathan
Published: (2024)
Industrial Viewpoints on RAN Technologies for 6G
by: Shafi, Mansoor, et al.
Published: (2025)
by: Shafi, Mansoor, et al.
Published: (2025)
O-RAN and 6G: The Future of Wireless Innovation?
by: Gopal, Sneihil, et al.
Published: (2024)
by: Gopal, Sneihil, et al.
Published: (2024)
DeGenTWeb: A First Look at LLM-dominant Websites
by: He, Sichang Steven, et al.
Published: (2026)
by: He, Sichang Steven, et al.
Published: (2026)
Semantica: Decentralized Search using a LLM-Guided Semantic Tree Overlay
by: Neague, Petru, et al.
Published: (2025)
by: Neague, Petru, et al.
Published: (2025)
Reliable and Private Anonymous Routing for Satellite Constellations
by: Vyas, Nilesh, et al.
Published: (2026)
by: Vyas, Nilesh, et al.
Published: (2026)
Preprint: Poster: Did I Just Browse A Website Written by LLMs?
by: He, Sichang Steven, et al.
Published: (2025)
by: He, Sichang Steven, et al.
Published: (2025)
Telco-DPR: A Hybrid Dataset for Evaluating Retrieval Models of 3GPP Technical Specifications
by: Saraiva, Thaina, et al.
Published: (2024)
by: Saraiva, Thaina, et al.
Published: (2024)
O-RAN for Energy-Efficient Serving Cluster Formulation in User-Centric Cell-Free MMIMO
by: Hoffmann, Marcin, et al.
Published: (2024)
by: Hoffmann, Marcin, et al.
Published: (2024)
AoI, Timely-Throughput, and Beyond: A Theory of Second-Order Wireless Network Optimization
by: Guo, Daojing, et al.
Published: (2024)
by: Guo, Daojing, et al.
Published: (2024)
Similar Items
-
Relay Selection and User Equipment Admission in Resource-Efficient NextG Sidelink Communications
by: Sagduyu, Yalin E., et al.
Published: (2025) -
How to Combat Reactive and Dynamic Jamming Attacks with Reinforcement Learning
by: Sagduyu, Yalin E., et al.
Published: (2025) -
Augmenting Training Data with Vector-Quantized Variational Autoencoder for Classifying RF Signals
by: Kompella, Srihari Kamesh, et al.
Published: (2024) -
Continual Deep Reinforcement Learning to Prevent Catastrophic Forgetting in Jamming Mitigation
by: Davaslioglu, Kemal, et al.
Published: (2024) -
MULTI-SCOUT: Multistatic Integrated Sensing and Communications in 5G and Beyond for Moving Target Detection, Positioning, and Tracking
by: Sagduyu, Yalin E., et al.
Published: (2025)