Cover Image

UAV-assisted Unbiased Hierarchical Federated Learning: Performance and Convergence Analysis

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zhagypar, Ruslan, Kouzayha, Nour, ElSawy, Hesham, Dahrouj, Hayssam, Al-Naffouri, Tareq Y.
Format:	Preprint
Published:	2024
Subjects:	Information Theory Machine Learning Networking and Internet Architecture
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Personalized Federated Learning for Cellular VR: Online Learning and Dynamic Caching
by: Tharakan, Krishnendu S., et al.
Published: (2025)

Rate Adaptation in Delay-Sensitive and Energy-Constrained Large-Scale IoT Networks
by: Emara, Mostafa, et al.
Published: (2023)

On the Interplay of Artificial Intelligence and Space-Air-Ground Integrated Networks: A Survey
by: Bakambekova, Adilya, et al.
Published: (2024)

Fronthaul Network Planning for Hierarchical and Radio-Stripes-Enabled CF-mMIMO in O-RAN
by: Mohammed, Anas S., et al.
Published: (2026)

Energy-as-a-Service for RF-Powered IoE Networks: A Percolation Theory Approach
by: Lin, Hao, et al.
Published: (2025)

Traffic-Aware Cost-Optimized Fronthaul Planning for Ultra-Dense Networks
by: Mohammed, Anas S., et al.
Published: (2024)

End-to-End Performance Analysis of Underwater Optical Wireless Relaying and Routing Techniques Under Location Uncertainty
by: Celik, Abdulkadir, et al.
Published: (2019)

Energy-efficient Federated Learning for UAV Communications
by: Fu, Chien-Wei, et al.
Published: (2025)

On the Performance of RIS-assisted Networks with HQAM
by: Oikonomou, Thrassos K., et al.
Published: (2024)

System-level Analysis of Dual-Mode Networked Sensing: ISAC Integration & Coordination Gains
by: Nabil, Yasser, et al.
Published: (2025)

Information-Geometric Barycenters for Bayesian Federated Learning
by: Jamoussi, Nour, et al.
Published: (2024)

Cost-Free Personalization via Information-Geometric Projection in Bayesian Federated Learning
by: Jamoussi, Nour, et al.
Published: (2025)

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

LAURA: LLM-Assisted UAV Routing for AoI Minimization
by: Wei, Bisheng, et al.
Published: (2025)

Probabilistic Sensing: Intelligence in Data Sampling
by: Albulushi, Ibrahim, et al.
Published: (2026)

Delay and Overhead Efficient Transmission Scheduling for Federated Learning in UAV Swarms
by: Hoang, Duc N. M., et al.
Published: (2024)

RIS-assisted Cell-Free MIMO with Dynamic Arrivals and Departures of Users: A Novel Network Stability Approach
by: Chaaya, Charbel Bou, et al.
Published: (2023)

UAV-Mounted Aerial Relays in Military Communications: A Comprehensive Survey
by: Al-Kamali, Faisal, et al.
Published: (2026)

Modeling and Performance Analysis of IoT-over-LEO Satellite Systems under Realistic Operational Constraints: A Stochastic Geometry Approach
by: Dong, Wen-Yu, et al.
Published: (2025)

Agentic Assistant for 6G: Turn-based Conversations for AI-RAN Hierarchical Co-Management
by: Srinivasan, Udhaya, et al.
Published: (2026)

A Cross-Layer Analysis of Network Antifragility with RIS-assisted Links under Jamming Attacks
by: Bensalem, Mounir, et al.
Published: (2025)

Federated Machine Reasoning for Resource Provisioning in 6G O-RAN
by: Roy, Swastika, et al.
Published: (2024)

Online Network Slice Deployment across Multiple Domains under Trust Constraints
by: Amine, Julien Ali El, et al.
Published: (2026)

Energy-Efficient UAV-assisted LoRa Gateways: A Multi-Agent Optimization Approach
by: Ahmed, Abdullahi Isa, et al.
Published: (2025)

A UAV-assisted Wireless Localization Challenge on AERPAW
by: Kudyba, Paul, et al.
Published: (2024)

Delay Sensitive Hierarchical Federated Learning with Stochastic Local Updates
by: Ali, Abdulmoneam, et al.
Published: (2023)

UAV-enabled Computing Power Networks: Design and Performance Analysis under Energy Constraints
by: Deng, Yiqin, et al.
Published: (2026)

On the Performance Trade-off of Distributed Integrated Sensing and Communication Networks
by: Li, Xuran, et al.
Published: (2023)

Performance of Slotted ALOHA in User-Centric Cell-Free Massive MIMO
by: Maryopi, Dick, et al.
Published: (2024)

Low-altitude Multi-UAV-assisted Data Collection and Semantic Forwarding for Post-Disaster Relief
by: Zheng, Xiaoya, et al.
Published: (2026)

Joint Association and Phase Shifts Design for UAV-mounted Stacked Intelligent Metasurfaces-assisted Communications
by: Fan, Mingzhe, et al.
Published: (2025)

Performance Evaluation of MLO for XR Streaming: Can Wi-Fi 7 Meet the Expectations?
by: Carrascosa-Zamacois, Marc, et al.
Published: (2024)

Performance Evaluation of V2X Communication Using Large-Scale Traffic Data
by: Arockiasamy, John Pravin, et al.
Published: (2026)

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

Outage Probability Analysis for OTFS in Lossy Communications
by: Zhang, Xin, et al.
Published: (2024)

Hardware-Efficient and Performance-Enhanced Joint Pulse Shaping and Dispersion Compensation for Coherent Data Center Interconnects
by: Zhang, Yukun, et al.
Published: (2026)

ISAC-Enabled Non-Terrestrial Networks for 6G: Design Principles, Standardization, Performance Tradeoffs, and Use Cases
by: Jamshed, Muhammad Ali, et al.
Published: (2026)

Ultra-Reliable Device-Centric Uplink Communications in Airborne Networks: A Spatiotemporal Analysis
by: Nabil, Yasser, et al.
Published: (2023)

RIS-aided multi-hop backhauling for 5G/6G UAV-assisted access points
by: Janji, Salim, et al.
Published: (2024)

Aerial Active STAR-RIS-assisted Satellite-Terrestrial Covert Communications
by: Zhang, Chuang, et al.
Published: (2025)