Self-organizing maps for advanced learning in cognitive radio systems

K Tsagkaris, A Bantouna, P Demestichas - Computers & Electrical …, 2012 - Elsevier
Modern everyday life keeps making wireless communications more and more popular. The
wireless communications landscape is highly varying and its success depends on the …

Knowledge management toolbox: machine learning for cognitive radio networks

V Stavroulaki, A Bantouna, Y Kritikou… - IEEE Vehicular …, 2012 - ieeexplore.ieee.org
Learning mechanisms are essential for the attainment of experience and knowledge in
cognitive radio (CR) systems, exposed to high dynamics with often unpredictable states [1] …

A Machine‐Learning Approach Based on Bio‐Inspired Intelligence

D Karvounas, A Bantouna… - … Sharing and White …, 2015 - Wiley Online Library
This chapter presents a bio‐inspired machine‐learning approach that will be applied to the
moving cognitive access points (MCAPs) problem. The MCAPs concept is considered as a …

Machine learning applied to cognitive communications

A Bantouna, K Tsagkaris, V Stavroulaki… - Cognitive …, 2012 - Wiley Online Library
Rapid evolution of technologies, especially in user terminals, produces a vast amount of
data, arising from (a) services/applications, that is service data,(b) users, that is user data or …

Learning techniques for context diagnosis and prediction in cognitive communications

A Bantouna, K Tsagkaris, V Stavroulaki… - … , Regulatory Policy & …, 2012 - Wiley Online Library
Cognition is the feature that will dramatically change the behaviour of both devices and
networks in the emerging wireless communication environments. The so-called cognitive …

[PDF][PDF] Learning and Knowledge Management Toolbox for Cognitive Radio Network Applications

V Stavroulaki, A Bantouna… - Submitted to IEEE …, 2011 - openresearch.surrey.ac.uk
Learning mechanisms are essential for the attainment of experience and knowledge in
cognitive radio (CR) systems, exposed to high dynamics with often unpredictable states …

[引用][C] iCore

G Agreeme - 2013