A Survey on Resource Management for 6G Heterogeneous Networks: Current Research, Future Trends, and Challenges

被引:44
作者
Alhashimi, Hayder Faeq [1 ]
Hindia, M. H. D. Nour [1 ]
Dimyati, Kaharudin [1 ]
Hanafi, Effariza Binti [1 ]
Safie, Nurhizam [2 ]
Qamar, Faizan [3 ]
Azrin, Khairul [2 ]
Nguyen, Quang Ngoc [4 ]
机构
[1] Univ Malaya, Fac Engn, Ctr Adv Commun Res & Innovat ACRI, Dept Elect Engn, Kuala Lumpur 50603, Malaysia
[2] Univ Kebangsaan Malaysia, Fac Informat Sci & Technol, Ctr Software Technol & Management, Bangi 43600, Malaysia
[3] Univ Kebangsaan Malaysia, Fac Informat Sci & Technol, Ctr Cyber Secur, Bangi 43600, Malaysia
[4] Waseda Univ, Fac Sci & Engn, Tokyo 1690051, Japan
关键词
heterogeneous networks; mode selection; power allocation; resource management; spectrum allocation; user association; 6G communications; JOINT USER ASSOCIATION; POWER ALLOCATION; MODE SELECTION; MASSIVE MIMO; INTERFERENCE MANAGEMENT; WIRELESS COMMUNICATIONS; PERFORMANCE EVALUATION; MOBILITY MANAGEMENT; INTEGRATED ACCESS; D2D COMMUNICATION;
D O I
10.3390/electronics12030647
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The sixth generation (6G) mobile communication system is expected to meet the different service needs of modern communication scenarios. Heterogeneous networks (HetNets) have received a lot of attention in recent years due to their potential as a novel structure for evolutionary networks. When compared to homogeneous networks, HetNets provide more potential for spatial spectrum reuse and higher quality of service (QoS). However, effective resource management (RM) solutions are essential to prevent interference and accomplish spectrum sharing due to mutual interference. This paper presents a comprehensive review of resource management in 6G HetNets. The study aims to give crucial background on HetNets to aid in the creation of more effective methods in this field of study. First, a detailed examination of recent work is presented in resource management aspects such as power allocation, user association, mode selection, and spectrum allocation. Second, we identify the most severe challenges associated with the current resource management methods and propose suitable solutions. Finally, several open issues and emerging areas of research are highlighted.
引用
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页数:42
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共 169 条
[1]  
Abbas T, 2020, IEEE ST CONF RES DEV, P194, DOI [10.1109/SCOReD50371.2020.9250989, 10.1109/scored50371.2020.9250989]
[2]   A Survey on Federated Learning: The Journey From Centralized to Distributed On-Site Learning and Beyond [J].
AbdulRahman, Sawsan ;
Tout, Hanine ;
Ould-Slimane, Hakima ;
Mourad, Azzam ;
Talhi, Chamseddine ;
Guizani, Mohsen .
IEEE INTERNET OF THINGS JOURNAL, 2021, 8 (07) :5476-5497
[3]   A Comprehensive Survey on Radio Resource Management in 5G HetNets: Current Solutions, Future Trends and Open Issues [J].
Agarwal, Bharat ;
Togou, Mohammed Amine ;
Ruffini, Marco ;
Muntean, Gabriel-Miro .
IEEE COMMUNICATIONS SURVEYS AND TUTORIALS, 2022, 24 (04) :2495-2534
[4]   Performance Evaluation of Online Machine Learning Models Based on Cyclic Dynamic and Feature-Adaptive Time Series [J].
Al-Khaleefa, Ahmed Salih ;
Hassan, Rosilah ;
Ahmad, Mohd Riduan ;
Qamar, Faizan ;
Wen, Zheng ;
Aman, Azana Hafizah Mohd ;
Yu, Keping .
IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, 2021, E104D (08) :1172-1184
[5]   Energy Efficiency Optimization and Dynamic Mode Selection Algorithms for D2D Communication Under HetNet in Downlink Reuse [J].
Algedir, Amal Ali ;
Refai, Hazem H. .
IEEE ACCESS, 2020, 8 :95251-95265
[6]   Revolution or Evolution? Technical Requirements and Considerations towards 6G Mobile Communications [J].
Alraih, Saddam ;
Shayea, Ibraheem ;
Behjati, Mehran ;
Nordin, Rosdiadee ;
Abdullah, Nor Fadzilah ;
Abu-Samah, Asma' ;
Nandi, Dalia .
SENSORS, 2022, 22 (03)
[7]   Mobility Management of Unmanned Aerial Vehicles in Ultra-Dense Heterogeneous Networks [J].
Alshaibani, W. T. ;
Shayea, Ibraheem ;
Caglar, Ramazan ;
Din, Jafri ;
Daradkeh, Yousef Ibrahim .
SENSORS, 2022, 22 (16)
[8]   Interference Challenges and Management in B5G Network Design: A Comprehensive Review [J].
Alzubaidi, Osamah Thamer Hassan ;
Hindia, M. H. D. Nour ;
Dimyati, Kaharudin ;
Noordin, Kamarul Ariffin ;
Wahab, Amelia Natasya Abdul ;
Qamar, Faizan ;
Hassan, Rosilah .
ELECTRONICS, 2022, 11 (18)
[9]   Cloud to cloud data migration using self sovereign identity for 5G and beyond [J].
Aruna, M. G. ;
Hasan, Mohammad Kamrul ;
Islam, Shayla ;
Mohan, K. G. ;
Sharan, Preeta ;
Hassan, Rosilah .
CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS, 2022, 25 (04) :2317-2331
[10]   Energy-Efficient Resource Allocation in Single-RF Load-Modulated Massive MIMO HetNets [J].
Ataeeshojai, Mahtab ;
Elliott, Robert C. ;
Krzymien, Witold A. ;
Tellambura, Chintha ;
Melzer, Jordan .
IEEE OPEN JOURNAL OF THE COMMUNICATIONS SOCIETY, 2020, 1 :1738-1764