基于人工智能的高速铁路5G天线通信系统研究

Research on high speed rail 5G antenna communication system based on artificial intelligence

近年来,高速铁路不断发展和普及,人流量的增加和车速的提升使铁路通信系统面临巨大的挑战。其中,传统的铁路移动通信系统GSM-R已无法满足当前的通信需求。基于当前5G移动通信系统发展逐渐常态化的现状,文章利用基于5G的大规模MIMO天线实现了高速铁路的实时通信和大规模数据传输,未来可进一步结合人工智能技术以有效实现通信资源的分配,进而加强高速铁路环境下的实时通信。

In recent years,with the continuous development and popularization of high-speed railways,the increase in passenger flow and the increase in vehicle speed have posed enormous challenges to railway communication systems.Among them,the traditional railway mobile communication system GSM-R can no longer meet the current communication needs.Based on the current situation of the gradual normalization of 5G mobile communication system development,this article uses large-scale MIMO antennas based on 5G to achieve real-time communication and largescale data transmission in high speed railways.In the future,artificial intelligence technology can be further combined to effectively allocate communication resources and strengthen real-time communication in high speed railway environments.