Data-Driven Cellular Mobility Management via Bayesian Optimization and Reinforcement Learning
Fuente:
arXiv
Saved in:
| Main Authors: | Benzaghta, Mohamed, Ammar, Sahar, López-Pérez, David, Shihada, Basem, Geraci, Giovanni |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Data-Driven Design of 3GPP Handover Parameters with Bayesian Optimization and Transfer Learning
by: Benzaghta, Mohamed, et al.
Published: (2025)
by: Benzaghta, Mohamed, et al.
Published: (2025)
Cellular Network Design for UAV Corridors via Data-driven High-dimensional Bayesian Optimization
by: Benzaghta, Mohamed, et al.
Published: (2025)
by: Benzaghta, Mohamed, et al.
Published: (2025)
Data-driven Optimization and Transfer Learning for Cellular Network Antenna Configurations
by: Benzaghta, Mohamed, et al.
Published: (2025)
by: Benzaghta, Mohamed, et al.
Published: (2025)
TSpec-LLM: An Open-source Dataset for LLM Understanding of 3GPP Specifications
by: Nikbakht, Rasoul, et al.
Published: (2024)
by: Nikbakht, Rasoul, et al.
Published: (2024)
Data-Driven Deployment of Reconfigurable Intelligent Surfaces in Cellular Networks
by: Beyraghi, Sina, et al.
Published: (2025)
by: Beyraghi, Sina, et al.
Published: (2025)
Site-Specific RIS Deployment in Cellular Networks via Calibrated Ray Tracing
by: Beyraghi, Sina, et al.
Published: (2025)
by: Beyraghi, Sina, et al.
Published: (2025)
An In-Depth Survey on Virtualization Technologies in 6G Integrated Terrestrial and Non-Terrestrial Networks
by: Ammar, Sahar, et al.
Published: (2023)
by: Ammar, Sahar, et al.
Published: (2023)
Optimal SSB Beam Planning and UAV Cell Selection for 5G Connectivity on Aerial Highways
by: Bernabe, Matteo, et al.
Published: (2024)
by: Bernabe, Matteo, et al.
Published: (2024)
Interfering Channel Estimation in Radar-Cellular Coexistence: How Much Information Do We Need?
by: Liu, Fan, et al.
Published: (2018)
by: Liu, Fan, et al.
Published: (2018)
Mathematical Cell Deployment Optimization for Capacity and Coverage of Ground and UAV Users
by: Karimi-Bidhendi, Saeed, et al.
Published: (2025)
by: Karimi-Bidhendi, Saeed, et al.
Published: (2025)
Evaluating the Performance of Reconfigurable Intelligent Base Stations through Ray Tracing
by: Beyraghi, Sina, et al.
Published: (2025)
by: Beyraghi, Sina, et al.
Published: (2025)
Physically Consistent RIS: From Reradiation Mode Optimization to Practical Realization
by: Shabanpour, Javad, et al.
Published: (2024)
by: Shabanpour, Javad, et al.
Published: (2024)
Reinforcement Learning Based Dynamic Power Control for UAV Mobility Management
by: Meer, Irshad A., et al.
Published: (2023)
by: Meer, Irshad A., et al.
Published: (2023)
Optimized Quran Passage Retrieval Using an Expanded QA Dataset and Fine-Tuned Language Models
by: Basem, Mohamed, et al.
Published: (2024)
by: Basem, Mohamed, et al.
Published: (2024)
A Multi-Task Foundation Model for Wireless Channel Representation Using Contrastive and Masked Autoencoder Learning
by: Guler, Berkay, et al.
Published: (2025)
by: Guler, Berkay, et al.
Published: (2025)
The Meta Distribution of the SIR in Joint Communication and Sensing Networks
by: Ma, Kun, et al.
Published: (2024)
by: Ma, Kun, et al.
Published: (2024)
Task-Oriented Computation Offloading for Edge Inference: An Integrated Bayesian Optimization and Deep Reinforcement Learning Framework
by: Li, Xian, et al.
Published: (2025)
by: Li, Xian, et al.
Published: (2025)
Age of Gossip With Cellular Drone Mobility
by: Srivastava, Arunabh, et al.
Published: (2026)
by: Srivastava, Arunabh, et al.
Published: (2026)
Channel Knowledge Map for Cellular-Connected UAV via Binary Bayesian Filtering
by: Yang, Yuhang, et al.
Published: (2024)
by: Yang, Yuhang, et al.
Published: (2024)
BRAIN: Bayesian Reasoning via Active Inference for Agentic and Embodied Intelligence in Mobile Networks
by: Basaran, Osman Tugay, et al.
Published: (2026)
by: Basaran, Osman Tugay, et al.
Published: (2026)
Few-Shot Prompting for Extractive Quranic QA with Instruction-Tuned LLMs
by: Basem, Mohamed, et al.
Published: (2025)
by: Basem, Mohamed, et al.
Published: (2025)
Cross-Language Approach for Quranic QA
by: Oshallah, Islam, et al.
Published: (2025)
by: Oshallah, Islam, et al.
Published: (2025)
Leveraging Deep Reinforcement Learning for Clustered Cell-Free Networking Over User Mobility
by: Zhou, Ouyang, et al.
Published: (2026)
by: Zhou, Ouyang, et al.
Published: (2026)
Spatially Consistent Air-to-Ground Channel Modeling via Generative Neural Networks
by: Giuliani, Amedeo, et al.
Published: (2024)
by: Giuliani, Amedeo, et al.
Published: (2024)
Modelling and Performance Analysis of Non-Primary Channel Access in Wi-Fi Networks
by: Bellalta, Boris, et al.
Published: (2025)
by: Bellalta, Boris, et al.
Published: (2025)
Trajectory Optimization for Cellular-Connected UAV in Complex Environment with Partial CKM
by: Song, Yuxuan, et al.
Published: (2025)
by: Song, Yuxuan, et al.
Published: (2025)
Gradient Compression and Correlation Driven Federated Learning for Wireless Traffic Prediction
by: Zhang, Chuanting, et al.
Published: (2025)
by: Zhang, Chuanting, et al.
Published: (2025)
Wireless Edge Content Broadcast via Integrated Terrestrial and Non-terrestrial Networks
by: Wang, Feng, et al.
Published: (2023)
by: Wang, Feng, et al.
Published: (2023)
Cooperative Multi-Agent Deep Reinforcement Learning Methods for UAV-aided Mobile Edge Computing Networks
by: Kim, Mintae, et al.
Published: (2024)
by: Kim, Mintae, et al.
Published: (2024)
Handover-Aware Trajectory Optimization for Cellular-Connected UAV
by: Du, Xiangming, et al.
Published: (2025)
by: Du, Xiangming, et al.
Published: (2025)
A Data and Model-Driven Deep Learning Approach to Robust Downlink Beamforming Optimization
by: Liang, Kai, et al.
Published: (2024)
by: Liang, Kai, et al.
Published: (2024)
Proactive Mobility Management of UEs using Sequence-to-Sequence Modeling
by: Yajnanarayana, Vijaya
Published: (2021)
by: Yajnanarayana, Vijaya
Published: (2021)
Achieving Interference-Free Degrees of Freedom in Cellular Networks via RIS
by: Wang, Junzhi, et al.
Published: (2024)
by: Wang, Junzhi, et al.
Published: (2024)
Causality-Driven Reinforcement Learning for Joint Communication and Sensing
by: Roy, Anik, et al.
Published: (2024)
by: Roy, Anik, et al.
Published: (2024)
Joint Spectrum Partitioning and Power Allocation for Energy Efficient Semi-Integrated Sensing and Communications
by: Abouelmaati, Ammar Mohamed, et al.
Published: (2024)
by: Abouelmaati, Ammar Mohamed, et al.
Published: (2024)
Learning Based Dynamic Cluster Reconfiguration for UAV Mobility Management with 3D Beamforming
by: Meer, Irshad A., et al.
Published: (2024)
by: Meer, Irshad A., et al.
Published: (2024)
Cooperative Cellular Localization with Intelligent Reflecting Surface: Design, Analysis and Optimization
by: Meng, Kaitao, et al.
Published: (2023)
by: Meng, Kaitao, et al.
Published: (2023)
Wi-Fi: Twenty-Five Years and Counting
by: Geraci, Giovanni, et al.
Published: (2025)
by: Geraci, Giovanni, et al.
Published: (2025)
Mobile Cell-Free Massive MIMO with Multi-Agent Reinforcement Learning: A Scalable Framework
by: Liu, Ziheng, et al.
Published: (2024)
by: Liu, Ziheng, et al.
Published: (2024)
Deep Reinforcement Learning for Practical Phase Shift Optimization in RIS-aided MISO URLLC Systems
by: Hashemi, Ramin, et al.
Published: (2021)
by: Hashemi, Ramin, et al.
Published: (2021)
Similar Items
-
Data-Driven Design of 3GPP Handover Parameters with Bayesian Optimization and Transfer Learning
by: Benzaghta, Mohamed, et al.
Published: (2025) -
Cellular Network Design for UAV Corridors via Data-driven High-dimensional Bayesian Optimization
by: Benzaghta, Mohamed, et al.
Published: (2025) -
Data-driven Optimization and Transfer Learning for Cellular Network Antenna Configurations
by: Benzaghta, Mohamed, et al.
Published: (2025) -
TSpec-LLM: An Open-source Dataset for LLM Understanding of 3GPP Specifications
by: Nikbakht, Rasoul, et al.
Published: (2024) -
Data-Driven Deployment of Reconfigurable Intelligent Surfaces in Cellular Networks
by: Beyraghi, Sina, et al.
Published: (2025)