论文标题

IoT无线网络中AI的挑战

Challenges of AI in Wireless Networks for IoT

论文作者

Ahmad, Ijaz, Shahabuddin, Shahriar, Kumar, Tanesh, Harjula, Erkki, Meisel, Marcus, Juntti, Markku, Sauter, Thilo, Ylianttila, Mika

论文摘要

物联网(IoT)被誉为下一个工业革命的推动者,将需要无处不在的连通性,上下文感知和动态服务移动性以及通过无线网络基础结构的极端安全性。因此,人工智能(AI)将在基础网络基础架构中发挥重要作用。但是,在物联网使用的无线网络中使用AI的概念,工具和算法时,将出现许多挑战。在本文中,在无线网络基础架构中使用AI的主要挑战是促进端到端物联网通信的,这是潜在的广义解决方案和未来的研究方向强调的。

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.

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