论文标题
5G无线系统的人工智能：机遇，挑战和未来的研究方向
Artificial Intelligence for 5G Wireless Systems: Opportunities, Challenges, and Future Research Directions
论文作者
论文摘要
无线通信系统的出现预示着新的尖端技术，包括自动驾驶汽车，无人驾驶系统，自动驾驶机器人，图像互联网和虚拟现实。这些技术需要高数据速率，超低潜伏期和高可靠性，所有这些都由第五代无线通信系统（5G）承诺。许多研究小组指出，没有人工智能（AI）集成，5G无法满足其需求，因为5G无线网络有望产生前所未有的流量，从而使无线研究设计师访问可以帮助预测需求并调整细胞设计以满足用户需求的大数据。随后，许多研究人员在5G无线通信设计的许多方面应用了AI，包括无线电资源分配，网络管理和网络安全。在本文中，我们对5G无线通信系统的AI进行了深入的评论。在这方面，本文的目的是通过讨论许多案例研究和相关的挑战，并为未来的研究方向提供新的启示，以利用5G无线通信的AI来调查5G无线通信系统中的AI。
The advent of the wireless communications systems augurs new cutting-edge technologies, including self-driving vehicles, unmanned aerial systems, autonomous robots, Internet-of-Things, and virtual reality. These technologies require high data rates, ultra-low latency, and high reliability, all of which are promised by the fifth generation of wireless communication systems (5G). Many research groups state that 5G cannot meet its demands without artificial intelligence (AI) integration as 5G wireless networks are expected to generate unprecedented traffic giving wireless research designers access to big data that can help in predicting the demands and adjust cell designs to meet the users requirements. Subsequently, many researchers applied AI in many aspects of 5G wireless communication design including radio resource allocation, network management, and cyber-security. In this paper, we provide an in-depth review of AI for 5G wireless communication systems. In this respect, the aim of this paper is to survey AI in 5G wireless communication systems by discussing many case studies and the associated challenges, and shedding new light on future research directions for leveraging AI in 5G wireless communications.
