Resource allocation for simultaneous wireless information and power transfer systems: A tutorial overview

Z Wei, X Yu, DWK Ng, R Schober - Proceedings of the IEEE, 2021 - ieeexplore.ieee.org
Resource Allocation for Simultaneous Wireless Information and Power Transfer Systems: A
… This article focuses on the resource allocation problem in multiuser wireless information and …

Whale optimization algorithm with applications to resource allocation in wireless networks

QV Pham, S Mirjalili, N Kumar… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
… on its potential applications to various resource allocation optimization problems. The main
… , we investigate three resource allocation problems in wireless networks: secure throughput …

Deep reinforcement learning for radio resource allocation and management in next generation heterogeneous wireless networks: A survey

A Alwarafy, M Abdallah, BS Ciftler, A Al-Fuqaha… - arXiv preprint arXiv …, 2021 - arxiv.org
… In dynamic RRAM, we typically formulate the wireless radio resource allocation problem
as a complex optimization problem. The main objective of such a problem is maximizing/…

Hierarchical resource allocation in multi-service wireless networks with wireless network virtualization

Y Han, X Tao, X Zhang, S Jia - IEEE Transactions on Vehicular …, 2020 - ieeexplore.ieee.org
… in the future wireless networks. In this paper, a two-dimension-time-scale hierarchical
resource allocation scheme is proposed in the multiservice wireless virtualized network, which …

Federated learning over wireless networks: Convergence analysis and resource allocation

CT Dinh, NH Tran, MNH Nguyen… - … on Networking, 2020 - ieeexplore.ieee.org
… • We propose a resource allocation problem for FEDL over wireless networks to capture the
… The first two sub-problems relate to UE resource allocation over wireless networks, which …

Resource allocation trends for ultra dense networks in 5G and beyond networks: A classification and comprehensive survey

N Sharma, K Kumar - Physical Communication, 2021 - Elsevier
… The last phase alleviates the main difficulties of the resource allocation process in the wireless
network; some prevailing and feasible techniques are presented in detail too. Finally, the …

Deep reinforcement learning-based resource allocation in cooperative UAV-assisted wireless networks

P Luong, F Gagnon, LN Tran… - … Transactions on Wireless …, 2021 - ieeexplore.ieee.org
… solution for tackling the placement and resource allocation problems in UAV-assisted wireless
networks [30]. In [31], a Q-Learning based resource allocation algorithm was proposed for …

An intelligent resource allocation scheme in energy harvesting cognitive wireless sensor networks

X Deng, P Guan, C Hei, F Li, J Liu… - … Transactions on Network …, 2021 - ieeexplore.ieee.org
… Then, we propose a resource allocation mechanism for EHCWSN with QoS guarantee.
We model the resource management problem into a stochastic optimization problem and use …

Resource allocation in user-centric optical wireless cellular networks based on blind interference alignment

AA Qidan, M Morales-Céspedes… - Journal of Lightwave …, 2021 - opg.optica.org
… ), UC-BIA shows a better performance for VLC networks in terms of achievable user rate and
BER. … of resource allocation is addressed. It is shown that the proposed resource allocation

Learning decentralized wireless resource allocations with graph neural networks

Z Wang, M Eisen, A Ribeiro - IEEE Transactions on Signal …, 2022 - ieeexplore.ieee.org
… problem formulation of decentralized wireless resource allocation problems and address
the … resource allocations in wireless networks. By parameterizing the resource allocation