移动通信网络中的人工智能

Hua Zhang, Sen Xu, Jincan Xin, S. Xiong
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引用次数: 0

摘要

随着计算能力、算法和数据相关技术这三大人工智能驱动力的不断发展,人工智能正在掀起人类社会新一轮的技术革命。随着AI/ML技术的发展,无线通信系统也在飞速发展。本文总结了移动通信网络中基于AI/ML的系统,并通过各国际标准组织对网络AI的研究,分别介绍了核心网、网络管理和无线网络的现有AI/ML研究目的和进展。此外,介绍了典型的AI/ML无线网络用例(如AI/ML移动性优化)的相关信令流程,并提供了AI/ML技术实现无线网络的更多潜在思路。
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Artificial Intelligence in Mobile Communication Network
With continuous development of the three driving forces of Artificial Intelligence (AI), e.g., ecomputing power, algorithms and data related technologies, AI is setting off a new round of technological revolution in human society. With the development of AI/ML technology, the wireless communication system is also developing rapidly. This paper summarizes the AI/ML based systems in mobile communication networks, and through researches for network AI of various international standards organizations, the existing AI/ML research purpose and progress of core networks, network management and wireless networks are introduced respectively. Besides, the relevant signaling procedures for one of the typical AI/ML radio network use cases, e.g., AI/ML mobility optimization is introduced and more potential ideas for AI/ML technology to enable wireless networks are provided.
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