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 …

An overview of learning mechanisms for cognitive systems

A Bantouna, V Stavroulaki, Y Kritikou… - EURASIP Journal on …, 2012 - Springer
Cognitive systems were first introduced by Mitola and in the last decade they have proved to
be beneficial in self-management functionalities of future generation networks. The …

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 …

A survey on machine-learning techniques in cognitive radios

M Bkassiny, Y Li, SK Jayaweera - … Communications Surveys & …, 2012 - ieeexplore.ieee.org
In this survey paper, we characterize the learning problem in cognitive radios (CRs) and
state the importance of artificial intelligence in achieving real cognitive communications …

[PDF][PDF] Soft computing based learning for cognitive radio

M Venkatesan, AV Kulkarni - International Journal on Recent Trends in …, 2014 - Citeseer
Over the last decade the world of wireless communications has been undergoing some
crucial changes, which have brought it at the forefront of international research and …

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] …

Neural network-based learning schemes for cognitive radio systems

K Tsagkaris, A Katidiotis, P Demestichas - Computer communications, 2008 - Elsevier
Intelligence is needed to keep up with the rapid evolution of wireless communications,
especially in terms of managing and allocating the scarce, radio spectrum in the highly …

Cognitive radio and networks for heterogeneous networking

H Kim, A Mämmelä - Cognitive Communications: Distributed …, 2012 - Wiley Online Library
In 1999, Joseph Mitola III first time coined the term 'cognitive radio'and defined it as 'a radio
that employs model based reasoning to achieve a specified level of competence in radio …

[图书][B] Artificial intelligence in wireless communications

TW Rondeau, CW Bostian - 2009 - books.google.com
This cutting-edge resource offers practical overview of cognitive radio, a paradigm for
wireless communications in which a network or a wireless node changes its transmission or …

Self-organizing maps for improving the channel estimation and predictive modelling phase of cognitive radio systems

A Bantouna, K Tsagkaris, P Demestichas - International Conference on …, 2010 - Springer
Rapid evolution of wireless communications, especially in terms of managing and allocating
the scarce, radio spectrum in the highly varying and disparate modern environments asks for …