Cooperative spectrum sensing in cognitive radio networks in the presence of the primary user emulation attack

C Chen, H Cheng, YD Yao - IEEE Transactions on wireless …, 2011 - ieeexplore.ieee.org
In recent years, the security issues of the cognitive radio (CR) networks have drawn a lot of
research attentions. Primary user emulation attack (PUEA), as one of common attacks …

Performance evaluation of cognitive radios: Metrics, utility functions, and methodology

Y Zhao, S Mao, JO Neel, JH Reed - Proceedings of the IEEE, 2009 - ieeexplore.ieee.org
Performance evaluation of cognitive radio (CR) networks is an important problem but has
received relatively limited attention from the CR community. Unlike traditional radios, a …

Analysis of area under the ROC curve of energy detection

S Atapattu, C Tellambura… - IEEE Transactions on …, 2010 - ieeexplore.ieee.org
A simple figure of merit to describe the performance of an energy detector is desirable. The
area under the receiver operating characteristic (ROC) curve, denoted (AUC), is such a …

Reliable machine learning based spectrum sensing in cognitive radio networks

HA Shah, I Koo - Wireless Communications and Mobile …, 2018 - Wiley Online Library
Spectrum sensing is of crucial importance in cognitive radio (CR) networks. In this paper, a
reliable spectrum sensing scheme is proposed, which uses K‐nearest neighbor, a machine …

Cooperative spectrum sensing for cognitive radios using Kriged Kalman filtering

SJ Kim, E Dall'Anese… - IEEE Journal of Selected …, 2010 - ieeexplore.ieee.org
A cooperative cognitive radio (CR) sensing problem is considered, where a number of CRs
collaboratively detect the presence of primary users (PUs) by exploiting the novel notion of …

Machine learning techniques with probability vector for cooperative spectrum sensing in cognitive radio networks

Y Lu, P Zhu, D Wang… - 2016 IEEE wireless …, 2016 - ieeexplore.ieee.org
We study cooperative spectrum sensing in cognitive radio networks (CRN) using machine
learning techniques in this paper. A low-dimensional probability vector is proposed as the …

A comparative study of spectrum awareness techniques for cognitive radio oriented wireless networks

R Umar, AUH Sheikh - Physical Communication, 2013 - Elsevier
Spectrum scarcity is impeding practical implementations of emerging wireless multimedia
applications requiring significantly more frequency spectrum. Cognitive radio (CR) has …

Adaptive cluster‐based heuristic approach in cognitive radio networks for 5G applications

SA Devaraj, T Aruna, N Muthukumaran… - Transactions on …, 2022 - Wiley Online Library
The main objective of cognitive radio network is to provide flexible spectrum management,
by permitting the secondary users (SUs) to temporarily access the licensed spectrum in the …

Cognitive transmissions with multiple relays in cognitive radio networks

Y Zou, YD Yao, B Zheng - IEEE Transactions on Wireless …, 2010 - ieeexplore.ieee.org
In cognitive radio networks, each cognitive transmission process typically requires two
phases: the spectrum sensing phase and data transmission phase. In this paper, we …

Physical layer security for cognitive multiuser networks with hardware impairments and channel estimation errors

X Jiang, P Li, Y Zou, B Li… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
In this paper, we investigate the physical layer security for a cognitive multiuser network
which is composed of multiple cognitive sources, a cognitive destination and an …