Intelligent wireless communications enabled by cognitive radio and machine learning

X Zhou, M Sun, GY Li, BHF Juang - China Communications, 2018 - ieeexplore.ieee.org
The ability to intelligently utilize resources to meet the need of growing diversity in services
and user behavior marks the future of wireless communication systems. Intelligent wireless …

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 …

Mobile collaborative spectrum sensing for heterogeneous networks: A Bayesian machine learning approach

Y Xu, P Cheng, Z Chen, Y Li… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Spectrum sensing in a large-scale heterogeneous network is very challenging as it usually
requires a large number of static secondary users (SUs) to obtain the global spectrum states …

Cooperative spectrum sensing: A blind and soft fusion detector

J Tong, M Jin, Q Guo, Y Li - IEEE Transactions on Wireless …, 2018 - ieeexplore.ieee.org
Cooperative spectrum sensing has been studied to combat the hidden terminal problem by
exploiting the spatial diversity in cognitive radio (CR) networks. This paper concerns blind …

[图书][B] Cooperative cognitive radio networks: The complete spectrum cycle

M Ibnkahla - 2018 - taylorfrancis.com
Cooperative Cognitive Radio Networks: The Complete Spectrum Cycle provides a solid
understanding of the foundations of cognitive radio technology, from spectrum sensing …

A quantization-based multibit data fusion scheme for cooperative spectrum sensing in cognitive radio networks

Y Fu, F Yang, Z He - Sensors, 2018 - mdpi.com
Spectrum sensing remains a challenge in the context of cognitive radio networks (CRNs).
Compared with traditional single-user sensing, cooperative spectrum sensing (CSS) exploits …

QoS-aware D2D cellular networks with spatial spectrum sensing: A stochastic geometry view

H Chen, L Liu, HS Dhillon, Y Yi - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Spectrum access and interference management are amongst the most challenging issues in
device-to-device (D2D) cellular networks. In order to address these issues, this paper …

Cooperative energy detection with heterogeneous sensors under noise uncertainty: SNR wall and use of evidence theory

PB Gohain, S Chaudhari… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
The analyzed system model in this paper is a distributed parallel detection network in which
each secondary user (SU) evaluates the energy-based test statistic from the received …

Scalable and robust ANN based cooperative spectrum sensing for cognitive radio networks

RR Jaglan, R Mustafa, S Agrawal - Wireless Personal Communications, 2018 - Springer
Cognitive radio network (CRN) supports dynamic spectrum access addressing spectrum
scarcity issue experienced by today's wireless communication network. Sensing is an …

Cooperative spectrum sensing in the presence of primary user emulation attack in cognitive radio network: multi-level hypotheses test approach

M Sharifi, AA Sharifi, MJM Niya - Wireless Networks, 2018 - Springer
The inherent nature of cognitive radio (CR) networks has brought new threats to wireless
communications. Primary user emulation attack (PUEA) has been widely studied as a …