Energy-Efficient Federated Edge Learning For Small-Scale Datasets in Large IoT Networks
Fuente:
arXiv
Saved in:
| Main Authors: | Xie, Haihui, Wen, Wenkun, Chen, Shuwu, Shu, Zhaogang, Xia, Minghua |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Decentralized Federated Learning with Asynchronous Parameter Sharing for Large-scale IoT Networks
by: Xie, Haihui, et al.
Published: (2024)
by: Xie, Haihui, et al.
Published: (2024)
Vertical Heterogeneous Networks Beyond 5G: CoMP Coverage Enhancement and Optimization
by: Shi, Tian, et al.
Published: (2025)
by: Shi, Tian, et al.
Published: (2025)
Energy-Efficient Index and Code Index Modulations for Spread CPM Signals in Internet of Things
by: Yuan, Long, et al.
Published: (2025)
by: Yuan, Long, et al.
Published: (2025)
Unified Block Signal Processing Framework for LPWANs: Sequence Index Modulation Spreading
by: Wen, Wenkun, et al.
Published: (2025)
by: Wen, Wenkun, et al.
Published: (2025)
Hybrid CNN-Transformer Based Sparse Channel Prediction for High-Mobility OTFS Systems
by: Guan, Zhaowei, et al.
Published: (2025)
by: Guan, Zhaowei, et al.
Published: (2025)
Generalized Two-Dimensional Index Modulation in the Code-Spatial Domain for LPWAN
by: Yuan, Long, et al.
Published: (2026)
by: Yuan, Long, et al.
Published: (2026)
Air-to-Ground Communications for Internet of Things: UAV-based Coverage Hole Detection and Recovery
by: Fan, Xiao, et al.
Published: (2026)
by: Fan, Xiao, et al.
Published: (2026)
Rate Adaptation in Delay-Sensitive and Energy-Constrained Large-Scale IoT Networks
by: Emara, Mostafa, et al.
Published: (2023)
by: Emara, Mostafa, et al.
Published: (2023)
A CPFSK Transceiver with Hybrid CSS-DSSS Spreading for LPWAN PHY Communication
by: Wen, Wenkun, et al.
Published: (2025)
by: Wen, Wenkun, et al.
Published: (2025)
Integrated Sensing, Communication, and Computation for Over-the-Air Federated Edge Learning
by: Wen, Dingzhu, et al.
Published: (2025)
by: Wen, Dingzhu, et al.
Published: (2025)
Deep Learning and Matrix Completion-aided IoT Network Localization in the Outlier Scenarios
by: Kim, Sunwoo
Published: (2025)
by: Kim, Sunwoo
Published: (2025)
Causal Model-Based Reinforcement Learning for Sample-Efficient IoT Channel Access
by: Arun, Aswin, et al.
Published: (2025)
by: Arun, Aswin, et al.
Published: (2025)
Federated Multi-Agent Reinforcement Learning for Privacy-Preserving and Energy-Aware Resource Management in 6G Edge Networks
by: Andong, Francisco Javier Esono Nkulu, et al.
Published: (2025)
by: Andong, Francisco Javier Esono Nkulu, et al.
Published: (2025)
Edge Large AI Models: Collaborative Deployment and IoT Applications
by: Wang, Zixin, et al.
Published: (2025)
by: Wang, Zixin, et al.
Published: (2025)
Smart Pilot Assignment for IoT in Massive MIMO Systems: A Path Towards Scalable IoT Infrastructure
by: Saeed, Muhammad Kamran, et al.
Published: (2024)
by: Saeed, Muhammad Kamran, et al.
Published: (2024)
Energy-Efficient Federated Edge Learning with Streaming Data: A Lyapunov Optimization Approach
by: Hu, Chung-Hsuan, et al.
Published: (2024)
by: Hu, Chung-Hsuan, et al.
Published: (2024)
DEEP-IoT: Downlink-Enhanced Efficient-Power Internet of Things
by: Shao, Yulin
Published: (2024)
by: Shao, Yulin
Published: (2024)
Random Aggregate Beamforming for Over-the-Air Federated Learning in Large-Scale Networks
by: Xu, Chunmei, et al.
Published: (2024)
by: Xu, Chunmei, et al.
Published: (2024)
Energy-Efficient UAV-Mounted RIS for IoT: A Hybrid Energy Harvesting and DRL Approach
by: Salim, Mahmoud M., et al.
Published: (2025)
by: Salim, Mahmoud M., et al.
Published: (2025)
FMLFS: A Federated Multi-Label Feature Selection Based on Information Theory in IoT Environment
by: Mahanipour, Afsaneh, et al.
Published: (2024)
by: Mahanipour, Afsaneh, et al.
Published: (2024)
OrcoDCS: An IoT-Edge Orchestrated Online Deep Compressed Sensing Framework
by: Ching, Cheng-Wei, et al.
Published: (2023)
by: Ching, Cheng-Wei, et al.
Published: (2023)
Analysis of Age-Energy Trade-off in IoT Networks Using Stochastic Geometry
by: Das, Songita, et al.
Published: (2025)
by: Das, Songita, et al.
Published: (2025)
Energy-Efficient Edge Learning via Joint Data Deepening-and-Prefetching
by: Kook, Sujin, et al.
Published: (2024)
by: Kook, Sujin, et al.
Published: (2024)
Deep Dict: Deep Learning-based Lossy Time Series Compressor for IoT Data
by: Liu, Jinxin, et al.
Published: (2024)
by: Liu, Jinxin, et al.
Published: (2024)
Explainable Semantic Federated Learning Enabled Industrial Edge Network for Fire Surveillance
by: Dong, Li, et al.
Published: (2024)
by: Dong, Li, et al.
Published: (2024)
Energy and Age-Aware MAC for Low-Power Massive IoT
by: Giannini, Ophelia, et al.
Published: (2025)
by: Giannini, Ophelia, et al.
Published: (2025)
Closing the Generalization Gap in Parameter-efficient Federated Edge Learning
by: Du, Xinnong, et al.
Published: (2025)
by: Du, Xinnong, et al.
Published: (2025)
Energy-Efficient Over-the-Air Federated Learning via Pinching Antenna Systems
by: Asaad, Saba, et al.
Published: (2026)
by: Asaad, Saba, et al.
Published: (2026)
Federated PCA and Estimation for Spiked Covariance Matrices: Optimal Rates and Efficient Algorithm
by: Li, Jingyang, et al.
Published: (2024)
by: Li, Jingyang, et al.
Published: (2024)
Efficient Wireless Federated Learning via Low-Rank Gradient Factorization
by: Guo, Mingzhao, et al.
Published: (2024)
by: Guo, Mingzhao, et al.
Published: (2024)
Efficient IoT Devices Localization Through Wi-Fi CSI Feature Fusion and Anomaly Detection
by: Li, Yan, et al.
Published: (2024)
by: Li, Yan, et al.
Published: (2024)
Battery-aware Cyclic Scheduling in Energy-harvesting Federated Learning
by: Jeong, Eunjeong, et al.
Published: (2025)
by: Jeong, Eunjeong, et al.
Published: (2025)
Energy-Efficient Channel Decoding for Wireless Federated Learning: Convergence Analysis and Adaptive Design
by: Qu, Linping, et al.
Published: (2024)
by: Qu, Linping, et al.
Published: (2024)
Communication-Efficient Quantum Federated Learning over Large-Scale Wireless Networks
by: Shaon, Shaba, et al.
Published: (2026)
by: Shaon, Shaba, et al.
Published: (2026)
FedLoDrop: Federated LoRA with Dropout for Generalized LLM Fine-tuning
by: Xie, Sijing, et al.
Published: (2025)
by: Xie, Sijing, et al.
Published: (2025)
UAV-Enabled Data Collection for IoT Networks via Rainbow Learning
by: Jiao, Yingchao, et al.
Published: (2024)
by: Jiao, Yingchao, et al.
Published: (2024)
Federated Dropout: Convergence Analysis and Resource Allocation
by: Xie, Sijing, et al.
Published: (2024)
by: Xie, Sijing, et al.
Published: (2024)
FedNC: A Secure and Efficient Federated Learning Method with Network Coding
by: Shi, Yuchen, et al.
Published: (2023)
by: Shi, Yuchen, et al.
Published: (2023)
Computation-aware Energy-harvesting Federated Learning: Cyclic Scheduling with Selective Participation
by: Jeong, Eunjeong, et al.
Published: (2025)
by: Jeong, Eunjeong, et al.
Published: (2025)
Joint Energy and SINR Coverage Probability in UAV Corridor-assisted RF-powered IoT Networks
by: Armeniakos, Harris K., et al.
Published: (2024)
by: Armeniakos, Harris K., et al.
Published: (2024)
Similar Items
-
Decentralized Federated Learning with Asynchronous Parameter Sharing for Large-scale IoT Networks
by: Xie, Haihui, et al.
Published: (2024) -
Vertical Heterogeneous Networks Beyond 5G: CoMP Coverage Enhancement and Optimization
by: Shi, Tian, et al.
Published: (2025) -
Energy-Efficient Index and Code Index Modulations for Spread CPM Signals in Internet of Things
by: Yuan, Long, et al.
Published: (2025) -
Unified Block Signal Processing Framework for LPWANs: Sequence Index Modulation Spreading
by: Wen, Wenkun, et al.
Published: (2025) -
Hybrid CNN-Transformer Based Sparse Channel Prediction for High-Mobility OTFS Systems
by: Guan, Zhaowei, et al.
Published: (2025)