Journal
IEEE WIRELESS COMMUNICATIONS
Volume 26, Issue 3, Pages 54-61Publisher
IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/MWC.2019.1800353
Keywords
-
Categories
Funding
- National Natural Science Foundation of China [61772387]
- Fundamental Research Funds of Ministry of Education and China Mobile [MCM20170202]
- ISN State Key Laboratory
Ask authors/readers for more resources
Faced with constant increasingly complicated communication network architecture issues and blossoming traffic demand over wireless systems, it is still insufficient for dynamic spectrum resource allocation in the fifth generation (5G) networks if cognitive radio (CR) technology lacks intelligence. For an efficient real-time process, a distributed cognitive cellular network is proposed in this article, which integrates artificial intelligence and CR technology into a sophisticated multi-agent system (MAS). It is a novel paradigm for 5G cellular allocation among primary users, secondary users, and base stations is of fundamental importance for dyna mic time-frequency-space resource allocation to improve the utilization of the spectrum resources in the cognitive cellular network. We introduce a four-layer distributed networking framework and establish a hierarchical MAS model. Furthermore, w e expound the key methods and technologies and evaluate the effectiveness through numerical simulations. Finally, challenges and open issues are discussed.
Authors
I am an author on this paper
Click your name to claim this paper and add it to your profile.
Reviews
Recommended
No Data Available