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
The sixth generation (6G) mobile communication system is expected to meet the different
service needs of modern communication scenarios. Heterogeneous networks (HetNets) …

Joint computation offloading and resource allocation optimization in heterogeneous networks with mobile edge computing

J Zhang, W Xia, F Yan, L Shen - IEEE Access, 2018 - ieeexplore.ieee.org
In this paper, we propose a distributed joint computation offloading and resource allocation
optimization (JCORAO) scheme in heterogeneous networks with mobile edge computing …

Low-latency communications for community resilience microgrids: A reinforcement learning approach

M Elsayed, M Erol-Kantarci, B Kantarci… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Machine learning and artificial intelligence (AI) techniques can play a key role in resource
allocation and scheduler design in wireless networks that target applications with stringent …

A task oriented computation offloading algorithm for intelligent vehicle network with mobile edge computing

J Liu, S Wang, J Wang, C Liu, Y Yan - IEEE Access, 2019 - ieeexplore.ieee.org
With the rise of intelligent and connected vehicles (ICVs), new vehicle applications continue
to emerge, while the computing capability of vehicles remains limited. Mobile edge …

Joint computation offloading and resource allocation in C-RAN with MEC based on spectrum efficiency

Z Jian, W Muqing, Z Min - IEEE Access, 2019 - ieeexplore.ieee.org
The cloud radio access network (C-RAN) with mobile edge computing (MEC) structure
which consists of a baseband unit (BBU) pool integrating with an MEC server and several …

Energy and spectrum efficient power allocation with NOMA in downlink HetNets

S Zhang, N Zhang, G Kang, Z Liu - Physical Communication, 2018 - Elsevier
This paper investigates the tradeoff between energy efficiency (EE) and spectrum efficiency
(SE) in a downlink non-orthogonal multiple access (NOMA)-based heterogeneous networks …

Data-driven spectrum allocation and power control for NOMA HetNets

A Nasser, O Elnahas, O Muta… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Towards a green communication discipline, more energy-efficient wireless networks are
needed. In this paper, an energy-efficient interference management technique is proposed …

User association and small‐cell base station on/off strategies for energy efficiency of ultradense networks

J Gao, Q Ren, PS Gu, X Song - Mobile Information Systems, 2019 - Wiley Online Library
The widespread application of wireless mobile services and requirements of ubiquitous
access have resulted in drastic growth of the mobile traffic and huge energy consumption in …

Resource allocation for joint energy and spectral efficiency in cloud radio access network based on deep reinforcement learning

A Iqbal, ML Tham, YC Chang - Transactions on Emerging …, 2022 - Wiley Online Library
The rapid increase of user data traffic demand has promoted the telecommunication sector
toward adopting a new generation, that is, fifth‐generation (5G). Cloud radio access network …

Deep reinforcement learning for reducing latency in mission critical services

M Elsayed, M Erol-Kantarci - 2018 IEEE Global …, 2018 - ieeexplore.ieee.org
Next-generation wireless networks will be supporting mission critical services such as safety
related applications of connected autonomous vehicles, and real-time control of medical and …