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Challenges of AI in Wireless Networks for IoT
arXiv - CS - Networking and Internet Architecture Pub Date : 2020-07-09 , DOI: arxiv-2007.04705
Ijaz Ahmad, Shahriar Shahabuddin, Tanesh Kumar, Erkki Harjula, Marcus Meisel, Markku Juntti, Thilo Sauter, Mika Ylianttila

The Internet of Things (IoT), hailed as the enabler of the next industrial revolution, will require ubiquitous connectivity, context-aware and dynamic service mobility, and extreme security through the wireless network infrastructure. Artificial Intelligence (AI), thus, will play a major role in the underlying network infrastructure. However, a number of challenges will surface while using the concepts, tools and algorithms of AI in wireless networks used by IoT. In this article, the main challenges in using AI in the wireless network infrastructure that facilitate end-to-end IoT communication are highlighted with potential generalized solution and future research directions.

中文翻译:

人工智能在物联网无线网络中的挑战

被誉为下一次工业革命的推动者的物联网 (IoT) 将需要通过无线网络基础设施实现无处不在的连接性、上下文感知和动态服务移动性以及极高的安全性。因此,人工智能 (AI) 将在底层网络基础设施中发挥重要作用。然而,在物联网使用的无线网络中使用人工智能的概念、工具和算法时,将面临许多挑战。在本文中,重点介绍了在促进端到端物联网通信的无线网络基础设施中使用人工智能的主要挑战,以及潜在的通用解决方案和未来的研究方向。
更新日期:2020-07-10
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