Deep reinforcement learning-based power control in full-duplex cognitive radio networks

X Meng, H Inaltekin, B Krongold - 2018 IEEE Global …, 2018 - ieeexplore.ieee.org
This paper considers the use of full-duplex technology in cognitive radio networks to allow
secondary users to sense the presence of primary users and transmit data simultaneously …

A learning approach towards power control in full-duplex underlay cognitive radio networks

M Lu, B Zhou, Z Bu, Y Zhao - 2022 IEEE Wireless …, 2022 - ieeexplore.ieee.org
Adopting full-duplex (FD) technique in the underlay cognitive radio network (CRN), the
secondary user can sense the activity of the primary user (PU) and transmit data …

Spectrum sensing for full-duplex cognitive radio systems

A Nasser, A Mansour, KC Yao, H Charara… - … Radio Oriented Wireless …, 2016 - Springer
Full-Duplex (FD) transceiver has been proposed to be used in Cognitive Radio (CR) in order
to enhance the Secondary User (SU) Data-Rate. In FD CR systems, in order to diagnose the …

Throughput maximisation by optimising detection thresholds in full‐duplex cognitive radio networks

PV Tuan, I Koo - IET Communications, 2016 - Wiley Online Library
Herein the authors consider throughput maximisation for a secondary user (SU) in a full‐
duplex cognitive radio network (FD‐CRN) when the SU has two separate antennas and a …

Energy efficiency of full-duplex cognitive radio in low-power regimes under imperfect spectrum sensing

M Ranjbar, HL Nguyen, NH Tran, T Karacolak… - Mobile Networks and …, 2021 - Springer
This paper investigates the energy efficiency of a full duplex (FD) cognitive radio (CR)
system in the low-power regime under a practical self-interference cancellation performance …

Sensing and utilization of spectrum with cooperation interference for full-duplex cognitive radio networks

W Khalid, H Yu - … conference on ubiquitous and future networks …, 2019 - ieeexplore.ieee.org
Full duplex (FD) radios in cognitive radio (CR) networks enable secondary users (SUs) to
perform sensing and transmission simultaneously, and improve the utilization of spectrum. In …

Full-duplex cooperative sensing for spectrum-heterogeneous cognitive radio networks

P Liu, W Qi, E Yuan, L Wei, Y Zhao - Sensors, 2017 - mdpi.com
In cognitive radio networks (CRNs), spectrum sensing is critical for guaranteeing that the
opportunistic spectrum access by secondary users (SUs) will not interrupt legitimate primary …

Throughput maximization in energy limited full-duplex cognitive radio networks

H Mokhtarzadeh, A Taherpour… - IEEE Transactions …, 2019 - ieeexplore.ieee.org
In this paper, we consider a cognitive radio system with some of secondary users (SUs)
equipped with multiple antenna full-duplex transceivers. We design a hybrid system to …

Adaptive transmission-reception-sensing strategy for cognitive radios with full-duplex capabilities

W Afifi, M Krunz - 2014 IEEE international symposium on …, 2014 - ieeexplore.ieee.org
In this paper, we exploit recent advances in full-duplex (FD) communications and self-
interference suppression (SIS) to improve the performance of an opportunistic spectrum …

Ensemble learning based robust cooperative sensing in full-duplex cognitive radio networks

Y Zhang, Q Wu, M Shikh-Bahaei - 2020 IEEE International …, 2020 - ieeexplore.ieee.org
We propose an ensemble learning (EL) based cooperative sensing framework in full-duplex
cognitive radio networks (FD-CRNs), which is robust with accuracy against malicious attacks …