Training time minimization for federated edge learning with optimized gradient quantization and bandwidth allocation

P Liu, J Jiang, G Zhu, L Cheng, W Jiang, W Luo… - Frontiers of Information …, 2022 - Springer
Training a machine learning model with federated edge learning (FEEL) is typically time
consuming due to the constrained computation power of edge devices and the limited …

Supervised machine learning techniques in cognitive radio networks during cooperative spectrum handovers

H Anandakumar, K Umamaheswari - Cluster Computing, 2017 - Springer
Cognitive communication model perform the investigation and surveillance of spectrum in
cognitive radio networks abetment in advertent primary users (PUs) and in turn help in …

[图书][B] Energy detection for spectrum sensing in cognitive radio

S Atapattu, C Tellambura, H Jiang - 2014 - Springer
Spectrum sensing is critically important for cognitive radio, an emerging solution to the
spectrum congestion and low usage of licensed spectrum. Energy detection is a promising …

High load of multi-drug resistant nosocomial neonatal pathogens carried by cockroaches in a neonatal intensive care unit at Tikur Anbessa specialized hospital, Addis …

B Tilahun, B Worku, E Tachbele, S Terefe… - … Resistance and Infection …, 2012 - Springer
Background Cockroaches have been described as potential vectors for various pathogens
for decades; although studies from neonatal intensive care units are scarce. This study …

Energy-efficient optimal power allocation for fading cognitive radio channels: Ergodic capacity, outage capacity, and minimum-rate capacity

F Zhou, NC Beaulieu, Z Li, J Si… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
Green communications is an inevitable trend for future communication network design,
especially for a cognitive radio network. Power allocation strategies are of crucial …

Optimal power allocation and outage analysis for cognitive full duplex relay systems

H Kim, S Lim, H Wang, D Hong - IEEE Transactions on …, 2012 - ieeexplore.ieee.org
This paper investigates the use of full duplex relaying (FDR) in cognitive radio systems.
Cognitive full duplex relay networks (CogFRNs) offer the advantage not only of increasing …

A hybrid underlay/overlay transmission mode for cognitive radio networks with statistical quality-of-service provisioning

Y Wang, P Ren, F Gao, Z Su - IEEE Transactions on Wireless …, 2014 - ieeexplore.ieee.org
In order to achieve better statistical Quality-of-Service (QoS) provisioning for cognitive radio
networks (CRN), in this paper, we develop a hybrid underlay/overlay transmission mode for …

A survey of overlay and underlay paradigms in cognitive radio networks

B Kumar, S Kumar Dhurandher… - International Journal of …, 2018 - Wiley Online Library
In the recent years, wireless applications and services have grown tremendously, resulting
to a shortage of radio spectrum. On one hand, most of the available radio spectrum has …

Secure robust ergodic uplink resource allocation in relay-assisted cognitive radio networks

N Mokari, S Parsaeefard, H Saeedi… - IEEE Transactions …, 2014 - ieeexplore.ieee.org
We investigate the ergodic uplink resource allocation problem for secure communication in
relay-assisted orthogonal frequency-division multiple access (OFDMA)-based cognitive …

Optimal resource allocation for harvested energy maximization in wideband cognitive radio network with SWIPT

Z Hu, N Wei, Z Zhang - IEEE Access, 2017 - ieeexplore.ieee.org
Wideband sensing-based cognitive radio with simultaneous wireless information and power
transfer can be designed for efficient spectrum and energy usage. We first aim to maximize …