5g及以后的机器学习技术

T. Angalaeswari, M. Logeswari
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引用次数: 0

摘要

在当今世界,无线通信系统对于娱乐、商业、商业、健康和安全等应用极为重要。这些系统不断发展,目前,第五代(5G)无线网络正在全球范围内部署。学术界和工业界已经在讨论超越5G的无线系统,它将代表第六代(6G)的演进。人工智能(AI)和机器学习(ML)在这种无线网络中的应用将成为6G系统的主要和基本要素之一。根据我们目前对5G以下无线技术的理解,无线系统的每个组件和构建块,如物理层、网络层和应用层,都将涉及其中一个或多个。
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Machine Learning Techniques for 5g And Beyond
In today's world, wireless communication systems are extremely important for applications related to entertainment, business, commerce, health and safety. These systems continue to advance from generation to generation and at this time, fifth generation (5G) wireless networks are being deployed globally the globe. Beyond 5G wireless systems, which will represent the sixth generation (6G) of the evolution, are already being discussed in academia and industry. The application of artificial intelligence (AI) and machine learning (ML) to such wireless networks will be one of the primary and essential elements of 6G systems. According to our present understanding of wireless technologies up to 5G, every component and building block of a wireless system, such as the physical, network, and application layers, will involve one or more of them.
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