Title
Intelligent multi-agent based C-RAN architecture for 5G radio resource management
Abstract
5G commercialized mobile networks are expected to arrive in 2020. Key research of 5G is to support massive applications with spectral efficiency (SE) and low energy consumption. However, how to manage limited spectrum for such a massive services demand is a challenge in 5G. To cope with the challenge, new network architectures with dynamic spectrum sharing - are needed. This paper proposes a new intelligent cloud-based radio access network (ICB-RAN) architecture for dynamic 5G radio resource management. This study also develops a new multi-agent learning cloud assisted double auction (MLCADA) mechanism for dynamic spectrum reusability. Finally, experiment results verify the performance of the proposed approach.
Year
DOI
Venue
2020
10.1016/j.comnet.2020.107418
Computer Networks
Keywords
DocType
Volume
C-RAN,Cloud computing,5G network,Multi-agent
Journal
180
ISSN
Citations 
PageRank 
1389-1286
0
0.34
References 
Authors
0
6
Name
Order
Citations
PageRank
Jin Xu100.34
Z. Dziong216735.95
Luxin Yan312316.97
Zhe Huang43510.87
Ping Xu500.34
Adnane Cabani600.34