Role of artificial intelligence in cognitive radio networks

S Singhal, S Gupta, A Sinha - Sensing Techniques for Next …, 2019 - igi-global.com
The role of artificial intelligence techniques and its impact in context of cognitive radio
networks has become immeasurable. Artificial intelligence redefines and empowers the …

Cognitive radio architecture evolution

J Mitola - Proceedings of the IEEE, 2009 - ieeexplore.ieee.org
The radio research community has aggressively embraced cognitive radio for dynamic radio
spectrum management to enhance spectrum usage, eg, in ISM bands and as secondary …

Spectrum-agile cognitive radios using multi-task transfer deep reinforcement learning

MA Aref, SK Jayaweera - IEEE Transactions on Wireless …, 2021 - ieeexplore.ieee.org
This work proposes a cognitive engine design that enables a radio to find transmission
opportunities in non-contiguous wideband spectrum to avoid interference. The radio's …

Deep learning based cognitive radio modulation parameter estimation

W Ma, Z Cai - IEEE Access, 2023 - ieeexplore.ieee.org
Automatic Modulation Classification (AMC) is a critical issue in electromagnetic spatial
perception. Currently traditional recognition techniques are difficult to adapt to complex …

Intelligent wireless communications enabled by cognitive radio and machine learning

X Zhou, M Sun, GY Li, BHF Juang - China Communications, 2018 - ieeexplore.ieee.org
The ability to intelligently utilize resources to meet the need of growing diversity in services
and user behavior marks the future of wireless communication systems. Intelligent wireless …

[HTML][HTML] Applications of cognitive radio networks: recent advances and future directions

SW Kim, M Pan, GP Joshi, O Gazi… - International …, 2016 - journals.sagepub.com
Contemporary wireless networks must meet the ever increasing bandwidth requirements to
assure the quality of service (QoS) to the end users. Cognitive radio (CR) technology with …

Convergence of IOT and Cognitive Radio Networks: A survey of applications, techniques, and challenges

M Khasawneh, A Azab, S Alrabaee, H Sakkal… - IEEE …, 2023 - ieeexplore.ieee.org
Cognitive Radio Networks (CRNs) have been proposed as a solution to the problem of
spectrum scarcity in wireless communication systems. CRNs allow for dynamic spectrum …

A survey of artificial intelligence for cognitive radios

A He, KK Bae, TR Newman, J Gaeddert… - IEEE transactions on …, 2010 - ieeexplore.ieee.org
Cognitive radio (CR) is an enabling technology for numerous new capabilities such as
dynamic spectrum access, spectrum markets, and self-organizing networks. To realize this …

[引用][C] Overview of recent applications of cognitive radio in wireless communication systems

M López-Benítez - Handbook of Cognitive Radio, 2019 - Springer

[PDF][PDF] Radio environment map enabled situation-aware cognitive radio learning algorithms

Y Zhao, J Gaeddert, KK Bae… - Software Defined Radio …, 2006 - wirelessinnovation.org
This paper presents an innovative and generic approach to developing cognitive radios
(CR) based on the radio environment map (REM). REM is envisioned as an integrated …