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 …

[图书][B] Cognitive networks: applications and deployments

JL Mauri, KZ Ghafoor, DB Rawat, JMA Perez - 2014 - books.google.com
A cognitive network makes use of the information gathered from the network in order to
sense the environment, plan actions according to the input, and make appropriate decisions …

Adaptive power and frequency allocation strategies in cognitive radio systems

M Höyhtyä - 2014 - cris.vtt.fi
This doctoral thesis comprises a summary of novel results considering (1) channel selection
in a cognitive radio system (CRS) using history information and (2) power allocation in a …

Context awareness and intelligence in cognitive radio networks: Design and applications

KL Yau - 2010 - openaccess.wgtn.ac.nz
CR technology, which is the next-generation wireless communication system, improves the
utilization of the overall radio spectrum through dynamic adaptation to local spectrum …

Enhancing cognitive radio systems with robust reasoning

E Adamopoulou, K Demestichas… - International Journal …, 2008 - Wiley Online Library
Cognitive radio systems dynamically reconfigure the algorithms and parameters they use, in
order to adapt to the changing environment conditions. However, reaching proper …

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 …

Route selection over clustered cognitive radio networks: An experimental evaluation

M Musavi, KLA Yau, AR Syed, H Mohamad… - Computer …, 2018 - Elsevier
Cognitive radio (CR) is the next-generation wireless communication system that allows
unlicensed users (or secondary users, SUs) to explore and exploit the underutilized licensed …

[PDF][PDF] Can artificial intelligence meet the cognitive networking challenge?

KZ Haigh, C Partridge - Dayton, OH, Sep, 2011 - cs.cmu.edu
Abstract Recent developments in Software Defined Radio technology have created the
opportunity to develop networks that are, in principle, highly adaptable and effective under a …

[图书][B] Achieving context awareness and intelligence in cognitive radio networks using reinforcement learning for stateful applications

KLA Yau, P Komisarczuk, PD Teal - 2010 - researchgate.net
The tremendous growth in ubiquitous low-cost wireless applications that utilize the
unlicensed spectrum bands has laid increasing stress on the limited and scarce radio …

Robust Intelligent Agents for Wireless Communications: Design and Development of Metacognitive Radio Engines

H Asadi - 2018 - search.proquest.com
Improving the efficiency of spectrum access and utilization under the umbrella of cognitive
radio (CR) is one of the most crucial research areas for nearly two decades. The results …