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A Survey of Computational Intelligence for 6G: Key Technologies, Applications and Trends
IEEE Transactions on Industrial Informatics ( IF 12.3 ) Pub Date : 2021-01-18 , DOI: 10.1109/tii.2021.3052531
Baofeng Ji , Yanan Wang , Kang Song , Chunguo Li , Hong Wen , Varun G. Menon , Shahid Mumtaz

The ongoing deployment of 5G network involves the Internet of Things (IoT) as a new technology for the development of mobile communication, where the Internet of Everything (IoE) as the expansion of IoT has catalyzed the explosion of data and can trigger new eras. However, the fundamental and key component of the IoE depends on the computational intelligence (CI), which may be utilized in the sixth generation mobile communication system (6G). The motivation of this article presents the 6G enabled network in box (NIB) architecture as a powerful integrated solution that can support comprehensive network management and operations. The 6G enabled NIB can be used as an alternative method to meet the needs of next-generation mobile networks by dynamically reconfiguring the deployment of network functions, providing a high degree of flexibility for connection services in various situations. Especially the CI technology such as evolutionary computing, neural computing and fuzzy systems utilized as a part of NIB have inherent capabilities to handle various uncertainties, which have unique advantages in processing the variability and diversity of large amounts of data. Finally, CI technology for NIB, which is widely used is also introduced such as distributed computing, fog computing, and mobile edge computing in order to achieve different levels of sustainable computing infrastructure. This article discusses the key technologies, advantages, industrial scenario applications of CI technology as NIB, typical use cases and development trends based on IoE, which provides directional guidance for the development of CI technology as NIB for 6G.

中文翻译:

6G 计算智能概览:关键技术、应用和趋势

5G网络的持续部署涉及物联网(IoT)作为移动通信发展的新技术,万物互联(IoE)作为物联网的扩展,催化了数据的爆炸式增长,可以引发新的时代。然而,IoE 的基本和关键组件取决于计算智能 (CI),而计算智能 (CI) 可用于第六代移动通信系统 (6G)。本文的动机是将支持 6G 的盒内网络 (NIB) 架构作为一种强大的集成解决方案来支持全面的网络管理和运营。支持 6G 的 NIB 可以作为一种替代方法,通过动态重新配置网络功能的部署来满足下一代移动网络的需求,为各种情况下的连接服务提供高度的灵活性。特别是作为NIB一部分的进化计算、神经计算和模糊系统等CI技术具有处理各种不确定性的内在能力,在处理大量数据的可变性和多样性方面具有独特的优势。最后,还引入了分布式计算、雾计算、移动边缘计算等应用广泛的面向NIB的CI技术,以实现不同层次的可持续计算基础设施。本文讨论了CI技术作为NIB的关键技术、优势、行业场景应用、基于IoE的典型用例和发展趋势,为CI技术作为NIB for 6G的发展提供了方向性指导。
更新日期:2021-01-18
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