Transfer learning promotes 6G wireless communications: Recent advances and future challenges

M Wang, Y Lin, Q Tian, G Si - IEEE Transactions on Reliability, 2021 - ieeexplore.ieee.org
In the coming 6G communications, network densification, high throughput, positioning
accuracy, energy efficiency, and many other key performance indicator requirements are …

A survey on low latency towards 5G: RAN, core network and caching solutions

I Parvez, A Rahmati, I Guvenc… - … Surveys & Tutorials, 2018 - ieeexplore.ieee.org
The fifth generation (5G) wireless network technology is to be standardized by 2020, where
main goals are to improve capacity, reliability, and energy efficiency, while reducing latency …

5G technology: Towards dynamic spectrum sharing using cognitive radio networks

WSHMW Ahmad, NAM Radzi, FS Samidi, A Ismail… - IEEE …, 2020 - ieeexplore.ieee.org
The explosive popularity of small-cell and Internet of Everything devices has tremendously
increased traffic loads. This increase has revolutionised the current network into 5G …

Licensed spectrum sharing schemes for mobile operators: A survey and outlook

RH Tehrani, S Vahid… - … Surveys & Tutorials, 2016 - ieeexplore.ieee.org
The ongoing development of mobile communication networks to support a wide range of
superfast broadband services has led to massive capacity demand. This problem is …

Spectrum inference in cognitive radio networks: Algorithms and applications

G Ding, Y Jiao, J Wang, Y Zou, Q Wu… - … Surveys & Tutorials, 2017 - ieeexplore.ieee.org
Spectrum inference, also known as spectrum prediction in the literature, is a promising
technique of inferring the occupied/free state of radio spectrum from already …

A full-space spectrum-sharing strategy for massive MIMO cognitive radio systems

H Xie, B Wang, F Gao, S Jin - IEEE Journal on Selected Areas …, 2016 - ieeexplore.ieee.org
In this paper, we introduce a new spatial spectrum-sharing strategy for massive multiple-
input multiple-output (MIMO) cognitive radio (CR) systems. Different from the conventional …

Optimization or alignment: Secure primary transmission assisted by secondary networks

Y Cao, N Zhao, FR Yu, M Jin, Y Chen… - IEEE Journal on …, 2018 - ieeexplore.ieee.org
Security is a challenging issue for cognitive radio (CR) to be used in future 5G mobile
systems. Conventionally, interference will degrade the performance of a primary user (PU) …

A survey on green communication and security challenges in 5G wireless communication networks

P Gandotra, RK Jha - Journal of Network and Computer Applications, 2017 - Elsevier
The 5G wireless cellular networks are evolving, to meet the drastic subscriber demands in
near future. This is accompanied with a rise in the energy consumption in cellular networks …

RDRL: A recurrent deep reinforcement learning scheme for dynamic spectrum access in reconfigurable wireless networks

M Chen, A Liu, W Liu, K Ota, M Dong… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Reconfigurable wireless network can flexibly provide efficient spectrum access service and
keep stable operation in highly dynamic environment. In this paper, a primary-prioritized …

Reliable and efficient sub-Nyquist wideband spectrum sensing in cooperative cognitive radio networks

Y Ma, Y Gao, YC Liang, S Cui - IEEE Journal on Selected Areas …, 2016 - ieeexplore.ieee.org
The rising popularity of wireless services resulting in spectrum shortage has motivated
dynamic spectrum sharing to facilitate efficient usage of the underutilized spectrum …