Performance evaluation of artificial neural network-based learning schemes for cognitive radio systems

A Katidiotis, K Tsagkaris, P Demestichas - Computers & Electrical …, 2010 - Elsevier
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 …

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 …

[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 …

Feed forward neural network based learning scheme for cognitive radio systems

V Gatla, M Venkatesan… - … Technology (CIIT 2013), 2013 - ieeexplore.ieee.org
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 …

Comparative performance investigation of supervised and unsupervised learning outlines applied in cognitive radio systems

M Venkatesan, AVK Kulkarni - Wireless Personal Communications, 2016 - Springer
A Cognitive Radio is an intelligent wireless communication arrangement that is conscious of
its surrounding environment, and has ability to learn from the situation and adapt its internal …

Machine learning techniques in cognitive radio networks

P Hossain, A Komisarczuk, G Pawetczak… - arXiv preprint arXiv …, 2014 - arxiv.org
Cognitive radio is an intelligent radio that can be programmed and configured dynamically
to fully use the frequency resources that are not used by licensed users. It defines the radio …

Recent Advances on artificial intelligence in cognitive radio networks

B Benmammar - International Journal of Wireless Networks and …, 2020 - igi-global.com
Cognitive radio is a form of wireless communication that makes decisions about allocating
and managing radio resources after detecting its environment and analyzing the parameters …

[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 …

Learning and adaptation in cognitive radios using neural networks

N Baldo, M Zorzi - 2008 5th IEEE Consumer Communications …, 2008 - ieeexplore.ieee.org
The estimation of the communication performance achievable with respect to environmental
factors and configuration parameters plays a key role in the optimization process performed …

[引用][C] Artificial neural network based learning in cognitive radio

M Venkatesan, AV Kulkarni, R Menon - Proc. of Int. Conf. on Advances in …, 2013