A survey on machine-learning techniques in cognitive radios
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 …
state the importance of artificial intelligence in achieving real cognitive communications …
Learning and reasoning in cognitive radio networks
L Gavrilovska, V Atanasovski… - … Surveys & Tutorials, 2013 - ieeexplore.ieee.org
Cognitive radio networks challenge the traditional wireless networking paradigm by
introducing concepts firmly stemmed into the Artificial Intelligence (AI) field, ie, learning and …
introducing concepts firmly stemmed into the Artificial Intelligence (AI) field, ie, learning 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 …
especially in terms of managing and allocating the scarce, radio spectrum in the highly …
Applications of machine learning to cognitive radio networks
C Clancy, J Hecker, E Stuntebeck… - IEEE Wireless …, 2007 - ieeexplore.ieee.org
Cognitive radio offers the promise of intelligent radios that can learn from and adapt to their
environment. To date, most cognitive radio research has focused on policy-based radios that …
environment. To date, most cognitive radio research has focused on policy-based radios that …
[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 …
wireless communications in which a network or a wireless node changes its transmission or …
Cognitive radio realities
B Le, TW Rondeau, CW Bostian - … Communications and Mobile …, 2007 - Wiley Online Library
A cognitive radio (CR) is a transceiver that is aware, adaptive, and capable of learning. It
may be visualized and realized as an intelligent software package (cognitive engine) …
may be visualized and realized as an intelligent software package (cognitive engine) …
[HTML][HTML] Recent advances on artificial intelligence and learning techniques in cognitive radio networks
Cognitive radios are expected to play a major role towards meeting the exploding traffic
demand over wireless systems. A cognitive radio node senses the environment, analyzes …
demand over wireless systems. A cognitive radio node senses the environment, analyzes …
[图书][B] Cognitive radio communication and networking: Principles and practice
The author presents a unified treatment of this highly interdisciplinary topic to help define the
notion of cognitive radio. The book begins with addressing issues such as the fundamental …
notion of cognitive radio. The book begins with addressing issues such as the fundamental …
Cognitive radio networks
In recent years, the development of intelligent, adaptive wireless devices called cognitive
radios, together with the introduction of secondary spectrum licensing, has led to a new …
radios, together with the introduction of secondary spectrum licensing, has led to a new …
A survey on applications of model-free strategy learning in cognitive wireless networks
The framework of cognitive wireless networks is expected to endow the wireless devices
with the cognition-intelligence ability with which they can efficiently learn and respond to the …
with the cognition-intelligence ability with which they can efficiently learn and respond to the …