Copertina

AutoBS: Autonomous Base Station Deployment with Reinforcement Learning and Digital Network Twins

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Lee, Ju-Hyung, Molisch, Andreas F.
Natura:	Preprint
Pubblicazione:	2025
Soggetti:	Information Theory Artificial Intelligence Machine Learning Networking and Internet Architecture
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Generative vs. Predictive Models in Massive MIMO Channel Prediction
di: Lee, Ju-Hyung, et al.
Pubblicazione: (2024)

A Flexible Multi-Agent Deep Reinforcement Learning Framework for Dynamic Routing and Scheduling of Latency-Critical Services
di: Vitale, Vincenzo Norman, et al.
Pubblicazione: (2025)

Latency Optimization for Wireless Federated Learning in Multihop Networks
di: Shaon, Shaba, et al.
Pubblicazione: (2025)

Joint User Pairing and Beamforming Design of Multi-STAR-RISs-Aided NOMA in the Indoor Environment via Multi-Agent Reinforcement Learning
di: Park, Yu Min, et al.
Pubblicazione: (2023)

Straggler-Resilient Federated Learning over A Hybrid Conventional and Pinching Antenna Network
di: Wu, Bibo, et al.
Pubblicazione: (2025)

Base Station Deployment under EMF constrain by Deep Reinforcement learning
di: Mallik, Mohammed, et al.
Pubblicazione: (2025)

Bridging Neural Networks and Wireless Systems with MIMO-OFDM Semantic Communications
di: Yoo, Hanju, et al.
Pubblicazione: (2025)

A Universal Deep Neural Network for Signal Detection in Wireless Communication Systems
di: Albagami, Khalid, et al.
Pubblicazione: (2024)

Knowledge Base Enabled Semantic Communication: A Generative Perspective
di: Ren, Jinke, et al.
Pubblicazione: (2023)

Pull-Based Query Scheduling for Goal-Oriented Semantic Communication
di: Agheli, Pouya, et al.
Pubblicazione: (2025)

Task-Agnostic Learnable Weighted-Knowledge Base Scheme for Robust Semantic Communications
di: Jiang, Shiyao, et al.
Pubblicazione: (2025)

Wireless Federated Learning over UAV-enabled Integrated Sensing and Communication
di: Shaon, Shaba, et al.
Pubblicazione: (2024)

Online Digital Twin-Empowered Content Resale Mechanism in Age of Information-Aware Edge Caching Networks
di: Yi, Yuhan, et al.
Pubblicazione: (2024)

Joint Channel Estimation and Computation Offloading in Fluid Antenna-assisted MEC Networks
di: Ju, Ying, et al.
Pubblicazione: (2025)

A Multi-Task Oriented Semantic Communication Framework for Autonomous Vehicles
di: Eldeeb, Eslam, et al.
Pubblicazione: (2024)

Green Edge AI: A Contemporary Survey
di: Mao, Yuyi, et al.
Pubblicazione: (2023)

Distributed satellite information networks: Architecture, enabling technologies, and trends
di: Zhang, Qinyu, et al.
Pubblicazione: (2024)

Learning to Interfere in Non-Orthogonal Multiple-Access Joint Source-Channel Coding
di: Yilmaz, Selim F., et al.
Pubblicazione: (2025)

Graph Reinforcement Learning for QoS-Aware Load Balancing in Open Radio Access Networks
di: Semiari, Omid, et al.
Pubblicazione: (2025)

RIS Assisted Wireless Networks: Collaborative Regulation, Deployment Mode and Field Testing
di: Zhao, Yajun
Pubblicazione: (2024)

Adversarial Network Imagination: Causal LLMs and Digital Twins for Proactive Telecom Mitigation
di: Sriram, Vignesh, et al.
Pubblicazione: (2026)

Future-Proofing Mobile Networks: A Digital Twin Approach to Multi-Signal Management
di: Morabito, Roberto, et al.
Pubblicazione: (2024)

Deep Reinforcement Learning Based Block Coordinate Descent for Downlink Weighted Sum-rate Maximization on AI-Native Wireless Networks
di: Chen, Siya, et al.
Pubblicazione: (2026)

Balancing Information Accuracy and Response Timeliness in Networked LLMs
di: Turkmen, Yigit, et al.
Pubblicazione: (2025)

A Federated Fine-Tuning Paradigm of Foundation Models in Heterogenous Wireless Networks
di: Wang, Jingyi, et al.
Pubblicazione: (2025)

Meta-Reinforcement Learning With Mixture of Experts for Generalizable Multi Access in Heterogeneous Wireless Networks
di: Liu, Zhaoyang, et al.
Pubblicazione: (2024)

Optimizing Throughput Performance in Distributed MIMO Wi-Fi Networks using Deep Reinforcement Learning
di: Krishnan, Neelakantan Nurani, et al.
Pubblicazione: (2018)

Intelligent Radio Signal Processing: A Survey
di: Pham, Quoc-Viet, et al.
Pubblicazione: (2020)

Does Twinning Vehicular Networks Enhance Their Performance in Dense Areas?
di: Al-Shareeda, Sarah, et al.
Pubblicazione: (2024)

Digital Twin-Empowered Task Assignment in Aerial MEC Network: A Resource Coalition Cooperation Approach with Generative Model
di: Tang, Xin, et al.
Pubblicazione: (2024)

Bayesian Optimization Framework for Channel Simulation-Based Base Station Placement and Transmission Power Design
di: Sato, Koya, et al.
Pubblicazione: (2024)

Path Assignment in Mesh Networks at the Edge of Wireless Networks
di: Kumar, Siddhartha, et al.
Pubblicazione: (2024)

Scalable Base Station Configuration via Bayesian Optimization with Block Coordinate Descent
di: Takamori, Kakeru, et al.
Pubblicazione: (2026)

Agentic DDQN-Based Scheduling for Licensed and Unlicensed Band Allocation in Sidelink Networks
di: Chou, Po-Heng, et al.
Pubblicazione: (2025)

Generative AI-Aided QoE Maximization for RIS-Assisted Digital Twin Interaction
di: Chen, Jiayuan, et al.
Pubblicazione: (2025)

Sustainable broadcasting in Blockchain Networks with Reinforcement Learning
di: Valko, Danila, et al.
Pubblicazione: (2024)

An Overlay Multicast Routing Method Based on Network Situational Awareness and Hierarchical Multi-Agent Reinforcement Learning
di: Ye, Miao, et al.
Pubblicazione: (2026)

Dual Actor DDPG for Airborne STAR-RIS Assisted Communications
di: Rizvi, Danish, et al.
Pubblicazione: (2025)

Semantic Channel Equalization Strategies for Deep Joint Source-Channel Coding
di: Pannacci, Lorenzo, et al.
Pubblicazione: (2025)

Integrated Push-and-Pull Update Model for Goal-Oriented Effective Communication
di: Agheli, Pouya, et al.
Pubblicazione: (2024)