Effective solutions for challenges in cognitive radio networks

MP Ranasinghe, MN Halgamuge - Next-Generation Wireless …, 2019 - igi-global.com
Cognitive radio technology (CRNs) will be the fundamental driving force behind the next
generation (5G) mobile communication systems as it provides the optimal solution for the …

Efficient data transmission in multi hop cognitive radio networks using artificial intelligence based expert systems

V Noel Jeygar Robert - shodhganga.inflibnet.ac.in
Cognitive Radio (CR) is an emergent communication platform that offers solutions for
spectrum scarcity issues. Cognitive Radio Networks (CRNs) offer increased bandwidth to …

Smart sensing enabled dynamic spectrum management for cognitive radio networks

M Fraz, MMA Muslam, M Hussain, R Amin… - Frontiers in Computer …, 2023 - frontiersin.org
Cognitive Radio Networks (CRNs) have ushered in a transformative era in wireless
communication, reshaping the landscape of radio spectrum utilization and management. At …

A comprehensive survey on machine learning approaches for dynamic spectrum access in cognitive radio networks

A Kaur, K Kumar - Journal of Experimental & Theoretical Artificial …, 2022 - Taylor & Francis
Due to exponential growth in demand for radio spectrum for wireless communication
networking, the radio spectrum has become over-crowded. The fixed spectrum allocation …

[PDF][PDF] Harvesting cognitive radio networks using artificial intelligence

S Orike, W Minah-Eeba, N Eyidia - researchgate.net
The utilization of Artificial Intelligence (AI) in leveraging Cognitive Radio Networks (CRNs)
represents an emerging field of study. This surge is primarily driven by operational …

[PDF][PDF] Advancements in Machine Learning Techniques for Optimizing Cognitive Radio Networks: A Comprehensive Review

A Haldorai - pdfs.semanticscholar.org
Machine learning (ML) techniques have gained significant attention in the field of cognitive
radio networks (CRNs) due to their ability to learn and adapt to changing environments. In …

AI meets CRNs: A prospective review on the application of deep architectures in spectrum management

MC Hlophe, BT Maharaj - IEEE Access, 2021 - ieeexplore.ieee.org
The spectrum low utilization and high demand conundrum created a bottleneck towards
fulfilling the requirements of next-generation networks. The cognitive radio (CR) technology …

Developments in Cognitive Radio Networks

BTJ Maharaj, BS Awoyemi - Future Directions for Beyond G - Springer
For years now, the cognitive radio networks (CRN) has continued to evolve as a leading
technology to help drive modern and near-future wireless communication possibilities. With …

A survey on artificial intelligence techniques in cognitive radio networks

R Ganesh Babu, V Amudha - Emerging Technologies in Data Mining and …, 2019 - Springer
Cognitive radio (CR) is the solution for the current spectral underutilized problems, Context
awareness and environment awareness are the key functions of CR nowadays. A software …

Design of intelligent wireless networks for optimized spectrum utilization with cognitive radio

D Nageswari, EL Priya, K Sumathi, V Jayaraj… - AIP Conference …, 2024 - pubs.aip.org
Cognitive Radio technology represents a breakthrough in radio and network technologies
by enabling adaptive and intelligent operations. Unlike traditional radios, Cognitive Radio …