A review of deep learning applications for the next generation of cognitive networks

R Buenrostro-Mariscal, PC Santana-Mancilla… - Applied Sciences, 2022 - mdpi.com
Intelligence capabilities will be the cornerstone in the development of next-generation
cognitive networks. These capabilities allow them to observe network conditions, learn from …

Joint routing and resource allocation for cluster based isolated nodes in cognitive radio wireless sensor networks

L Bhagyalakshmi, SK Suman… - Wireless Personal …, 2020 - Springer
Clustering is an effective way to increase network lifetime but it leads to formation of isolated
nodes in the wireless sensor network. These isolated sensor nodes forward data directly to …

Spectrum based power management for congested IoT networks

KM Besher, JI Nieto-Hipolito, R Buenrostro-Mariscal… - Sensors, 2021 - mdpi.com
With constantly increasing demand in connected society Internet of Things (IoT) network is
frequently becoming congested. IoT sensor devices lose more power while transmitting data …

Elite-CAM: An Elite Channel Allocation and Mapping for Policy Engine over Cognitive Radio Technology in 5G

CR Babu, A Balakrishnan, K Ramana, S Singh, IH Ra - Sensors, 2022 - mdpi.com
The spectrum allocation in any auctioned wireless service primarily depends upon the
necessity and the usage of licensed primary users (PUs) of a certain band of frequencies …

A Robust Spectrum Allocation Framework Towards Inference Management in Multichannel Cognitive Radio Networks

SB Panda, PK Swain, AL Imoize… - International Journal …, 2024 - Wiley Online Library
Recently, there has been research on using cognitive radio to increase the effectiveness of
spectrum resources. Secondary users (SUs) sense, identify, and access frequency bands …

Performance analysis of QoS in IoT based cognitive radio Ad Hoc network

H Afzal, M Rafiq Mufti, A Raza… - … Practice and Experience, 2021 - Wiley Online Library
Since the advent of Internet of Things (IoT), there is a dramatic increase in the number of
devices being connected to networks. This increase causes spectrum shortage for devices …

Cognitive Radio Sensor Network based Urgent Communication for Field Hospitals

H Ekici, ME Bayrakdar - IEEE Sensors Journal, 2024 - ieeexplore.ieee.org
In this study, a medical sensor network structure based on cognitive wireless regional area
network (WRAN) technology is proposed for urgent communication in field hospitals. WRAN …

Cognitive Radio for Smart Grid: A Decentralized Emergency Management Approach

H Rajab, MBM Kamel, AK Hamoud… - 2022 32nd …, 2022 - ieeexplore.ieee.org
With the remarkable advancements in wireless technology, the scarcity of the available
spectrum has become more severe. Cognitive Radio (CR) technology is introduced as an …

Radio resource allocation improvements in cognitive radio sensor network for smart grid: Investigative study and solutions

EU Ogbodo, DG Dorrell… - International Journal of …, 2021 - ingentaconnect.com
Background: A Cognitive Radio Sensor Network (CRSN)-based Smart Grid (SG) is a new
paradigm for a modern SG. It is totally different from the traditional power grid and …

Cognition-based delay analysis to determine the average minimum time limit for wireless sensor communications

KM Besher, JI Nieto-Hipólito, JDS LÓPEZ… - … on Information and …, 2020 - search.ieice.org
End-to-end delay, aiming to realize how much time it will take for a traffic load generated by
a Mobile Node (MN) to reach Sink Node (SN), is a principal objective of most new trends in a …