A comprehensive survey on client selections in federated learning
Federated Learning (FL) is a rapidly growing field in machine learning that allows data to be
trained across multiple decentralized devices. The selection of clients to participate in the …
trained across multiple decentralized devices. The selection of clients to participate in the …
Relaying in the Internet of Things (IoT): A survey
The deployment of relays between Internet of Things (IoT) end devices and gateways can
improve link quality. In cellular-based IoT, relays have the potential to reduce base station …
improve link quality. In cellular-based IoT, relays have the potential to reduce base station …
An energy-efficiency multi-relay selection and power allocation based on deep neural network for amplify-and-forward cooperative transmission
YY Guo, J Yang, XL Tan, Q Liu - IEEE Wireless …, 2021 - ieeexplore.ieee.org
In this letter, an energy-efficiency (EE) resource allocation strategy is investigated for the
amplify-and-forward (AF) protocol used to forward data to the destination. First, we formulate …
amplify-and-forward (AF) protocol used to forward data to the destination. First, we formulate …
Machine learning-optimized relay selection method for mitigating interference in next generation communication networks
M Rathika, P Sivakumar - Wireless Networks, 2023 - Springer
Abstract In an effective Wireless Network (WN), low latency and reliability are essential to
provide adequate infrastructure for better communication. Cooperative Communication is …
provide adequate infrastructure for better communication. Cooperative Communication is …
Intelligent Reflecting Surfaces with Adaptive Transmit Power and Energy Harvesting for Cognitive Radio Networks
RI Alhamad - Wireless Personal Communications, 2023 - Springer
In this article, we study the performance of cognitive radio networks (CRN) with adaptive
transmit power and energy harvesting. The secondary source SS harvests power using the …
transmit power and energy harvesting. The secondary source SS harvests power using the …
Non orthogonal multiple access with solar energy harvesting
R Alhamad, H Boujemaa - Digital Signal Processing, 2022 - Elsevier
In this paper, we derive the throughput of wireless communications when the source
harvests energy using a solar panel. We compute the statistics of the Signal to Noise Ratio …
harvests energy using a solar panel. We compute the statistics of the Signal to Noise Ratio …
Cooperative Communications for 5G Wireless Systems
JMSS Silva - 2020 - era.library.ualberta.ca
The wireless industry plays a vital role in the economic development and prosperity of a
country. Future wireless systems aim to achieve over 20 Gbps of data rates and less than 1 …
country. Future wireless systems aim to achieve over 20 Gbps of data rates and less than 1 …