Client Scheduling in Wireless Federated Learning Based on Channel and Learning Qualities
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Wireless Communications Letters"
DOI: 10.1109/lwc.2022.3141792
Abstract: Federated learning (FL) emerges as a distributed training method in the Internet of Things (IoT), allowing participating clients to use their local data to train local models and upload parameters for global model aggregation after… read more here.
Keywords: channel learning; wireless; federated learning; scheduling wireless ... See more keywords
Aerial Refueling: Scheduling Wireless Energy Charging for UAV Enabled Data Collection
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Green Communications and Networking"
DOI: 10.1109/tgcn.2022.3164602
Abstract: The working scope and working time of small size unmanned aerial vehicles (UAVs) are limited because of the limited battery capacity. In this work, inspired by aerial refueling for aircrafts, we propose a wireless power… read more here.
Keywords: scheduling wireless; wireless energy; charging uav; mission ... See more keywords
Efficient and Private Scheduling of Wireless Electric Vehicles Charging Using Reinforcement Learning
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Intelligent Transportation Systems"
DOI: 10.1109/tits.2022.3230012
Abstract: Future vehicle-to-grid (V2G) systems require more flexible scheduling to adjust and flatten the peak energy demand. For efficient scheduling and energy trading, the utility provider (UP) needs to keep track of the state of charge… read more here.
Keywords: reinforcement learning; scheduling; electric vehicles; scheduling wireless ... See more keywords
Optimal Packet Aggregation Scheduling in Wireless Networks
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Transactions on Mobile Computing"
DOI: 10.1109/tmc.2018.2826554
Abstract: One of the most critical emerging problems for 5G and Internet of Things is the handling of machine-to-machine communication. Wireless sensor networks are deployed every day, resulting in a more distributed infrastructure, where the communication… read more here.
Keywords: aggregation; scheduling wireless; aggregation scheduling; packet aggregation ... See more keywords