Intelligent Channel Learning Exploiting Practical Energy Harvesting for Wireless MISO Systems
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Systems Journal"
DOI: 10.1109/jsyst.2022.3190017
Abstract: This article proposes a novel practical energy harvesting (EH) model-assisted deep learning framework for intelligent channel tracking. Specifically, a multiantenna wireless system is considered for energy beamforming in a nonlinear model-based EH scenario. Deep autoencoder… read more here.
Keywords: energy harvesting; channel learning; practical energy; energy ... See more keywords
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
Exploitation of Channel-Learning for Enhancing 5G Blind Beam Index Detection
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Vehicular Technology"
DOI: 10.1109/tvt.2021.3140019
Abstract: Proliferation of 5G devices and services has driven the demand for wide-scale enhancements ranging from data rate, reliability, and compatibility to sustain the ever increasing growth of the telecommunication industry. In this regard, this work… read more here.
Keywords: index detection; channel learning; beam index;