基于人工智能的6G智能物联网:展现未来混合通信系统的分析概念

M. H. Siddiqui, K. Khurshid, Imran Rashid, A. Khan
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引用次数: 2

摘要

物联网(IOT)是接入人工智能(AI)的无线通信网络的新范式。传统蜂窝网络存在频谱稀缺和智能自主能力不足两大问题。这些问题必须得到解决,否则将阻碍下一代应用程序的大规模部署。下一代通信网络的概念创造了在物联网范式中设计具有多个传感器的网络来处理大数据的机会。在本文中,我们提出了一种新的6G智能物联网模式,以优化通信渠道和智能处理大数据。首先,我们提出了6G智能物联网范式的架构,然后讨论了与我们提出的概念相关的使能技术。在6G场景中,与物理层(PHY)相比,AI不是很有效,但它为空中接口提供了灵活性和敏捷性,提高了效率。我们根据我们提出的范例讨论了基于人工智能的6G空中接口架构。最后,通过将我们提出的范式与5G-IOT和5G智能IOT进行比较,通过仿真评估结果。仿真结果证实了我们提出的范式优于其他范式。
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Artificial Intelligence based 6G Intelligent IOT: Unfolding an Analytical Concept for Future Hybrid Communication Systems
The Internet of Things (IOT) is a new paradigm for wireless communication networks with access to artificial intelligence (AI). The conventional cellular network is experienced with two major issues such as spectrum scarcity and insufficient intelligent autonomous competency. These problems are required to be addressed otherwise it will obstruct the massive deployment of next generation applications. The concept of the next generation communication network, creates the opportunity to design a network with number of sensors in the paradigm of IOT to process large data. In this paper, we present a novel 6G intelligent IOT paradigm to optimize communication channels and process big data intelligently. Firstly, we present the proposed architecture of 6G intelligent IOT paradigm, then we discuss the enabling technologies in relation to our proposed concept. In 6G scenario, AI is not very effective as compared to the physical layer (PHY), however, it provides flexibility and agility to the air interface with enhanced efficiency. We discuss AI based 6G air interface architecture, based on our proposed paradigm. Finally, we evaluate the results through simulation by comparing our propose paradigm with 5G-IOT and 5G intelligent IOT. Simulation results confirm that our proposed paradigm out performs the others.
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