The frontiers of deep reinforcement learning for resource management in future wireless HetNets: Techniques, challenges, and research directions

A Alwarafy, M Abdallah, BS Çiftler… - IEEE Open Journal …, 2022 - ieeexplore.ieee.org
… Next generation wireless networks are expected to be … networks (HetNets), radio resource
allocation and management (… to address the RRAM in future wireless HetNets. In this paper, …

Green networking in cellular hetnets: A unified radio resource management framework with base station on/off switching

H Ghazzai, MJ Farooq, A Alsharoa… - IEEE Transactions …, 2016 - ieeexplore.ieee.org
… Most of the wireless data usage is in indoor environments such as offices, residential …
This is mainly due to the penetration loss incurred by the wireless signals inside the buildings. …

A comprehensive survey on radio resource management in 5G HetNets: Current solutions, future trends and open issues

B Agarwal, MA Togou, M Marco… - … Surveys & Tutorials, 2022 - ieeexplore.ieee.org
… In [102], a pragmatic solution for a network selection scheme in wireless HetNets using
GRT was proposed. The interdependence of network properties was used to create a network …

Optimal hierarchical radio resource management for HetNets with flexible backhaul

N Omidvar, A Liu, V Lau, F Zhang… - … on Wireless …, 2018 - ieeexplore.ieee.org
HetNets with flexible backhaul), we consider a hierarchical (ie, two-timescale) design for
RRM in HetNets … problem of dynamic joint resource control for HetNets with flexible backhaul. …

Adaptive resource management strategy in practical multi-radio heterogeneous networks

M Gerasimenko, D Moltchanov, S Andreev… - IEEE …, 2016 - ieeexplore.ieee.org
wireless communications has resulted in the vision of a multi-radio heterogeneous network
(HetNet) … αfairness for efficient resource control in future HetNets. The corresponding scheme …

Cognitive radio resource management for future cellular networks

SY Lien, KC Chen, YC Liang… - IEEE Wireless …, 2014 - ieeexplore.ieee.org
… It thus drives the development of a revolutionary network architecture known as the
heterogeneous network (HetNet) [1]. In the HetNet, in addition to conventional Macrocells formed by …

Energy-aware radio resource management in D2D-enabled multi-tier HetNets

SAR Naqvi, H Pervaiz, SA Hassan, L Musavian… - IEEE …, 2018 - ieeexplore.ieee.org
… game in [31] to optimize the resource utilization and traffic offloading using the social and
wireless contextual information of the wireless users in D2D-enabled small cell networks to …

A survey on resource management for 6g heterogeneous networks: Current research, future trends, and challenges

HF Alhashimi, MHDN Hindia, K Dimyati, EB Hanafi… - Electronics, 2023 - mdpi.com
… review of resource management in 6G HetNets. The study aims to give crucial background
on HetNets to … beyond 5G wireless networks, identifying and discussing potential solutions to …

Wireless resource management in intelligent semantic communication networks

L Xia, Y Sun, X Li, G Feng… - IEEE INFOCOM 2022 …, 2022 - ieeexplore.ieee.org
… in a text-based ISC-HetNet, where a Transformer model is … The next section presents the
whole ISC-HetNet model … is on the downlink of the ISCHetNet, where all BSs can provide …

Optimal resource management for hierarchical federated learning over HetNets with wireless energy transfer

R Hamdi, AB Said, E Baccour, A Erbad… - IEEE Internet of …, 2023 - ieeexplore.ieee.org
… of HFL processed over heterogeneous wireless networks (HetNets) with wirless backhaul, …
of FL over HetNets with massive multiple-input–multiple-output (MIMO) wireless backhaul …