Future beyond fifth-generation (B5G) and sixth-generation (6G) mobile communications will shift from facilitating interpersonal communications to supporting Internet of Everything (IoE), where intelligent communications with full integration of big data and artificial intelligence (AI) will play an important role in improving network efficiency and providing high-quality service. As a rapid evolving paradigm, the AI-empowered mobile communications demand large amounts of data acquired from real network environment for systematic test and verification. Hence, we build the world's first true-data testbed for 5G/B5G intelligent network (TTIN), which comprises 5G/B5G on-site experimental networks, data acquisition & data warehouse, and AI engine & network optimization. In the TTIN, true network data acquisition, storage, standardization, and analysis are available, which enable system-level online verification of B5G/6G-orientated key technologies and support data-driven network optimization through the closed-loop control mechanism. This paper elaborates on the system architecture and module design of TTIN. Detailed technical specifications and some of the established use cases are also showcased.
翻译:除了第五代(B5G)和第六代(6G)移动通信之外,第五代(B5G)和第六代(6G)移动通信的未来将从便利人际通信转向支持一切的互联网(IoE),智能通信与大数据和人工智能充分结合(AI)将在提高网络效率和提供高质量服务方面发挥重要作用。作为一个迅速发展的范例,AI-驱动的移动通信要求从实际网络环境中获得大量数据,用于系统测试和核查。因此,我们为5G/B5G智能网络(TTIN)建立了世界上第一个真实数据测试台,该网络由5G/B5G现场实验网络、数据获取和数据仓以及AI引擎和网络优化组成。在TTIN中,真正的网络数据获取、存储、标准化和分析可以使B5G/6G导向的关键技术得到系统一级的在线核查,并通过封闭式控制机制支持数据驱动网络优化。本文还介绍了TTIN的系统架构和模块设计。详细的技术规格和一些既定使用案例也展示了。