论文标题
5G/B5G智能网络的True-Data测试床
True-data Testbed for 5G/B5G Intelligent Network
论文作者
论文摘要
超越第五代（B5G）和第六代（6G）的移动通信将从促进人际关系通信转变为支持一切（IOE）的支持，在这里，智能通信具有全面的大数据和人工智能（AI）将在提高网络效率和提供高品质服务方面发挥重要作用。作为快速发展的范式，AI授权的移动通信要求从实际网络环境中获取的大量数据进行系统的测试和验证。因此，我们为5G/B5G智能网络（TTIN）建立了世界上第一个True-DATA测试床，其中包括5G/B5G现场实验网络，数据采集和数据仓库以及AI Engine＆Network和网络优化。在TTIN中，可以使用TRUE网络数据采集，存储，标准化和分析，从而通过闭环控制机制实现了B5G/6G面向b5g/6g的关键技术的在线验证，并支持数据驱动的网络优化。本文详细介绍了TTIN的系统体系结构和模块设计。还展示了详细的技术规格和一些已建立的用例。
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.
