Deep-learning-based wireless resource allocation with application to vehicular networks

L Liang, H Ye, G Yu, GY Li - Proceedings of the IEEE, 2019 - ieeexplore.ieee.org
… for wireless resource allocation with application to vehicular networks. We review major
recent studies that mobilize the deep-learning philosophy in wireless resource allocation and …

Power and resource allocation in wireless communication network

M Nazir, A Sabah, S Sarwar, A Yaseen… - Wireless Personal …, 2021 - Springer
… way used for resources in wireless communication networks and discussed in this paper. …
resource allocation”, by which the performance of the wireless method can be improved. Better …

[图书][B] Resource allocation in next-generation broadband wireless access networks

C Singhal, S De - 2017 - books.google.com
… communication networks, … resource allocation is considered from the viewpoint of users,
with the users selecting their best available subcarriers. In this chapter, the resource allocation

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 …

Virtual resource allocation in information-centric wireless networks with virtualization

C Liang, FR Yu, H Yao, Z Han - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
… maximize MVNOs’ revenue through allocating resources. We will formulate the virtual
resource allocation and in-network caching strategy as an optimization problem in the following. …

Optimal wireless resource allocation with random edge graph neural networks

M Eisen, A Ribeiro - ieee transactions on signal processing, 2020 - ieeexplore.ieee.org
… also considers graph neural network architectures for wireless resource allocation [23]–[25] …
wireless resource allocation problems in which we seek a instantaneous resource allocation

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 …

Learning to branch: Accelerating resource allocation in wireless networks

M Lee, G Yu, GY Li - IEEE Transactions on Vehicular …, 2019 - ieeexplore.ieee.org
resource allocation problems for various wireless networks. In [… schedule interfering links in
D2D networks without the need of … formulate the resource allocation in wireless networks into …

Adaptive resource allocation in future wireless networks with blockchain and mobile edge computing

F Guo, FR Yu, H Zhang, H Ji, M Liu… - … on wireless …, 2019 - ieeexplore.ieee.org
networks [21]. In this paper, we focus on the adaptive resource allocation issue in future
wireless networks … for adaptive resource allocation and computation offloading in future wireless …

Joint user-association and resource-allocation in virtualized wireless networks

S Parsaeefard, R Dawadi, M Derakhshani… - IEEE …, 2016 - ieeexplore.ieee.org
… down-link dynamic resource allocation in multi-cell virtualized wireless networks (VWNs) to
… -carrier, and power allocation algorithm to maximize the network sum rate, while satisfying …