The sixth generation (6G), unlike any of the previous generations, is envisioned by 2030 to connect everything. Moreover, in addition to the new use cases, 6G is expected to support, it will need to provide a superior performance over 5G. The global connectivity, large network dimensions, users heterogeneity, extremely low-power consumption, high throughput, ultrahigh reliability, efficient network operation and maintenance, and low-latency requirements to be met by future networks inevitably necessitate the autonomy of 6G. Intelligence, facilitated mainly by the advancement of artificial intelligence (AI) techniques, is a key to achieve autonomy. In this paper, we provide a bird's-eye view of 6G, its vision, progress, and objectives. Furthermore, we present some technologies that would be mainly enabling intelligent globally connected world. In addition to discussing the role of AI for future wireless communications, we, unlike any other review papers, provide our original results which give early evidence for the viability of achieving 6G networks autonomy through leveraging AI advances. Furthermore, we, very importantly, identify 6G implementation challenges and key innovative techniques that promise to solve them. This article serves as a starting point for learners to acquire more knowledge about 6G and also for researchers to promote more development to the field.
翻译:与前几代人不同,第六代人(6G)在2030年之前设想可以连接一切,而第六代人(6G)与前几代人不同,到2030年时预计可以连接一切。此外,除了新的使用案例外,预计6G还将提供支持,它需要提供比5G更好的业绩。全球连通性、庞大的网络规模、用户差异性、极低电耗、高输送量、超高的可靠性、高效率的网络运行和维护以及未来网络要满足的低长要求,都不可避免地需要6G的自主性。主要由人造情报技术的进步所推动的情报是实现自主的关键。此外,我们在本文件中提出了鸟类对6G、其愿景、进步和目标的视觉观点。此外,我们介绍了一些技术,这些技术将主要有利于全球智能连接世界。除了讨论AI对未来无线通信的作用外,我们与其他任何审查文件不同,都提供了我们最初的结果,这些结果为通过利用AI的进步实现6G网络自主性的可行性提供了早期的证据。此外,我们非常重要的是,我们确定了6G的执行挑战和关键的创新技术,这些技术将有望解决这些问题。这一条作为学习者获得更多关于6G领域的知识的起点。