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AuthorYin, Liuguo
AuthorJiang, Chuanao
AuthorJiang, Chunxiao
AuthorGe, Ning
AuthorKuang, Linling
AuthorGuizani, Mohsen
Available date2022-11-10T09:47:20Z
Publication Date2019
Publication NameIEEE Wireless Communications
ResourceScopus
Resource2-s2.0-85064661447
URIhttp://dx.doi.org/10.1109/MWC.2019.1800361
URIhttp://hdl.handle.net/10576/36109
AbstractFuture wireless networks are confronted with the pressure to meet the requirements of network efficiency and communication secrecy, which require a new communication framework to unify and jointly optimize efficiency and secrecy. The challenges are to extend the current communication architecture and reveal the relationship of efficiency and secrecy, so that unification and joint optimization can be achieved. Artificial Intelligence (AI) is a powerful tool to solve these problems. In this article, a unified efficiency and secrecy communication framework (UESCF) is proposed to provide the theoretical bases for the applications of AI technology in wireless networks. Under the proposed framework, AI technologies are applied to generate the network common knowledge and communication private knowledge, with the purpose of improving efficiency and secrecy. The goal of this article is to establish the UESCF for future wireless networks and offer an overview to illuminate the potential applications of AI in the proposed framework. 2002-2012 IEEE.
SponsorThis work was supported by the National Natural Science Foundation of China (91538203 and 61871257); the new strategic industries development projects of Shenzhen City (JCYJ20170307145820484); the Joint Research Foundation of the General Armaments Department and the Ministry of Education (6141A02033322); and the Beijing Innovation Center for Future Chips, Tsinghua University.
Languageen
PublisherInstitute of Electrical and Electronics Engineers Inc.
SubjectArtificial intelligence
Wireless networks
Applications of AI
Communication architectures
Communication framework
Communication secrecies
Future wireless networks
Improving efficiency
Network efficiency
Optimize efficiency
Efficiency
TitleA Communication Framework with Unified Efficiency and Secrecy
TypeArticle
Pagination133-139
Issue Number4
Volume Number26
dc.accessType Abstract Only


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