Recent research in cloud radio access network (C-RAN) for 5G cellular systems-A survey

MF Hossain, AU Mahin, T Debnath… - Journal of Network and …, 2019 - Elsevier
Traditional architectures of cellular networks are facing tremendous challenges due to
unprecedented increase in mobile data traffic, limited spectrum availability and high power …

Deep reinforcement learning for vehicular edge computing: An intelligent offloading system

Z Ning, P Dong, X Wang, JJPC Rodrigues… - ACM Transactions on …, 2019 - dl.acm.org
The development of smart vehicles brings drivers and passengers a comfortable and safe
environment. Various emerging applications are promising to enrich users' traveling …

Joint beamforming and power allocation in downlink NOMA multiuser MIMO networks

X Sun, N Yang, S Yan, Z Ding, DWK Ng… - IEEE Transactions …, 2018 - ieeexplore.ieee.org
In this paper, a novel joint design of beamforming and power allocation is proposed for a
multi-cell multiuser multiple-input multiple-output non-orthogonal multiple access network. In …

Energy-efficient non-orthogonal multicast and unicast transmission of cell-free massive MIMO systems with SWIPT

F Tan, P Wu, YC Wu, M Xia - IEEE Journal on Selected Areas …, 2020 - ieeexplore.ieee.org
This work investigates the energy-efficient resource allocation for layered-division
multiplexing (LDM) based non-orthogonal multicast and unicast transmission in cell-free …

Value of service maximization in integrated localization and communication system through joint resource allocation

B Li, X Wang, Y Xin, E Au - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
The rapid proliferation of smart devices and Internet of Things (IoT) applications have
brought significantly increased demands for concurrent sensing, localization and …

RAN Virtualization: How Hard Is It to Fully Achieve?

M Kassi, S Hamouda - IEEE Access, 2024 - ieeexplore.ieee.org
Radio Access Network (RAN) virtualization stands as a pivotal concept in the realm of 5G
networks and beyond. It emerges as a viable solution not only to address energy cost …

Joint beamforming design and resource allocation for terrestrial-satellite cooperation system

Y Zhang, L Yin, C Jiang, Y Qian - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
In this paper, we investigate a multicast beamforming terrestrial-satellite cooperation system
to optimize the communication capacity and quality of service. Different from traditional link …

Weighted sum-rate maximization for the ultra-dense user-centric TDD C-RAN downlink relying on imperfect CSI

C Pan, H Ren, M Elkashlan… - IEEE Transactions …, 2019 - ieeexplore.ieee.org
The weighted sum-rate maximization problem of ultra-dense cloud radio access networks is
considered. The user-centric clustering is adopted for reducing the complexity. To reduce …

A survey of robust optimization based machine learning with special reference to support vector machines

M Singla, D Ghosh, KK Shukla - International Journal of Machine Learning …, 2020 - Springer
This paper gives an overview of developments in the field of robust optimization in machine
learning (ML) in general and Support Vector Machine (SVM)/Support Vector Regression …

A two-timescale approach for network slicing in C-RAN

H Zhang, VWS Wong - IEEE Transactions on Vehicular …, 2020 - ieeexplore.ieee.org
Network slicing is a promising technique for cloud radio access networks (C-RANs). It
enables multiple tenants (ie, service providers) to reserve resources from an infrastructure …