人工智能驱动的雾无线接入网络:最新进展和未来趋势

M. Peng, Tony Q. S. Quek, Guoqiang Mao, Z. Ding, Chonggang Wang
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引用次数: 10

摘要

本专题的文章主要关注人工智能驱动的雾式无线接入网络。为了满足高速数据应用和大量物联网(IoT)设备访问需求的爆炸式增长,基于雾计算的无线接入网(F-RAN)范式已经成为第五代(5G)无线接入网的一个有前途的发展路径。通过充分利用分布式缓存和集中处理的优势,f- ran提供了极大的灵活性,以满足各种5G业务的服务质量要求。随着5G通信网络的快速部署,f - ran在第六代(6G)移动网络中的应用引起了学术界、产业界和政府机构的广泛关注。6G网络在增强型移动宽带、大规模机器类型通信以及超可靠和低延迟通信方面的进展将导致新应用的快速发展,包括增强现实(AR)、虚拟现实(VR)、全息通信、车对一切(V2X)、自动驾驶汽车、地面连接的大型传感器和天空连接的数万颗卫星。
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Artificial-Intelligence-Driven Fog Radio Access Networks: Recent Advances and Future Trends
The articles in this special section focus on artificial intelligence-driven fog radio access networks. To satisfy the explosively increasing demands of highspeed data applications and access requirements from a massive number of Internet-of-Things (IoT) devices, a paradigm of fog computing-based radio access network (F-RAN) has emerged as a promising evolution path for the fifth generation (5G) radio access networks. By taking full advantage of distributed caching and centralized processing, F-RANs provide great flexibility to satisfy the quality-of-service requirements of various 5G services. With the rapid deployment of 5G communication networks, the application of F-RANs to the envisioned sixth-generation (6G) mobile network has attracted extensive attention from academia, industry, and government agencies. The 6G network progress in enhanced mobile broadband, massive machine-type communications and ultra-reliable and low-latency communications will lead to the fast development of new applications, including augmented reality (AR), virtual reality (VR), holographic communications, vehicle-to-everything (V2X), self-driving cars, massive sensors connective on the ground and several tens of thousands of satellites connective in the sky.
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Intelligent Communications and Heterogeneous Systems in 5G and 6G: Sensing, Security, Space, Thermodynamics, MultipathTCP, Reflection, and Cell-Free Access Guest Editorial: Intelligent Ultra-Reliable and Low-Latency Communications in 6G The FCC's Auction Authority, the 3.1-3.45 GHz Conundrum, and NTIA's Spectrum Strategy Guest Editorial: Introduction to Heterogeneous Robotic Systems in 5G and Beyond Networks Satellite and Terrestrial Network Convergence on the Way Toward 6G
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