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 …

A learning-based QoE-driven spectrum handoff scheme for multimedia transmissions over cognitive radio networks

Y Wu, F Hu, S Kumar, Y Zhu, A Talari… - IEEE journal on …, 2014 - ieeexplore.ieee.org
Enabling the spectrum handoff for multimedia applications in cognitive radio networks
(CRNs) is challenging, due to multiple interruptions from primary users (PUs), contentions …

Asymmetric cooperative communications based spectrum leasing via auctions in cognitive radio networks

SK Jayaweera, M Bkassiny… - IEEE transactions on …, 2011 - ieeexplore.ieee.org
Dynamic spectrum leasing (DSL) was proposed recently as a new paradigm for dynamic
spectrum sharing (DSS) in cognitive radio networks (CRN's). In this paper, we propose a …

[BOOK][B] Cognitive radio communication and networking: Principles and practice

RC Qiu, Z Hu, H Li, MC Wicks - 2012 - books.google.com
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 …

Distributed Reinforcement Learning based MAC protocols for autonomous cognitive secondary users

M Bkassiny, SK Jayaweera… - 2011 20th Annual …, 2011 - ieeexplore.ieee.org
We consider a decentralized cognitive radio network in which autonomous secondary users
seek spectrum opportunities in licensed spectrum bands. We assume that the primary users' …

Recurrent Flash Reinforcement Learning for Dynamic Spectrum Access and Power Control

K Lin, H Yang, T Yang, P Pace… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
The growing number of Internet of Things (IoT) devices has increased demand for wireless
spectrum, exacerbating the spectrum scarcity issue. While dynamic spectrum access (DSA) …

[PDF][PDF] From cognitive to docitive radios: the role of machine learning in intelligent wireless multimedia networks

Y Wu - 2015 - ir.ua.edu
In recent years, multimedia wireless transmissions have become a rapidly growing field and
have received increasing attentions. Enabling multimedia communications over wireless …

コグニティブ無線における低複雑かつ高精度な占有率と遷移率測定法

征矢隼人, 田久修, 白井啓一郎, 太田真衣… - 電子情報通信学会 …, 2018 - search.ieice.org
ダイナミックスペクトラムアクセス型のコグニティブ無線では, 他の無線システムとの周波数共用
利用におけるチャネル選択規範として, **均的なチャネルの利用頻度を示す占有率 (COR), 及び …