5G Key Technologies for Smart Railways

被引:273
作者
Ai, By Bo [1 ]
Molisch, Andreas E. [2 ]
Rupp, Markus [3 ]
Zhong, Zhang-Dui [1 ]
机构
[1] Beijing Jiaotong Univ, State Key Lab Rail Traff Control & Safety, Beijing 100044, Peoples R China
[2] Univ Southern Calif, Ming Hsieh Dept Elect Engn, Los Angeles, CA 90089 USA
[3] Tech Univ Wien, Inst Telecommun, A-1040 Vienna, Austria
基金
美国国家科学基金会;
关键词
5G mobile communication; Rail transportation; Wireless communication; Artificial intelligence; Intelligent transporation systems; Ultra reliable low latency communication; MIMO communication; Low latency communication; Artificial intelligence (AI); channel model; fifthgeneration (5G)-R; Internet of Things (IoT); massive multiple-input-multiple-output (MIMO); millimeter wave (mmWave); smart railways; ultrareliable low latency communication (URLLC); HIGH-SPEED RAILWAY; MASSIVE MIMO; WIRELESS COMMUNICATIONS; COMMUNICATION-SYSTEMS; PERFORMANCE ANALYSIS; NETWORKS CHALLENGES; SPATIAL MODULATION; CHANNEL; ACCESS; ARCHITECTURE;
D O I
10.1109/JPROC.2020.2988595
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Railway communications has attracted significant attention from both academia and industries due to the booming development of railways, especially high-speed railways (HSRs). To be in line with the vision of future smart rail communications, the rail transport industry needs to develop innovative communication network architectures and key technologies that ensure high-quality transmissions for both passengers and railway operations and control systems. Under high mobility and with safety, eco-friendliness, comfort, transparency, predictability, and reliability. Fifth-generation (5G) technologies could be a promising solution to dealing with the design challenges on high reliability and high throughput for HSR communications. Based on our in-depth analysis of smart rail traffic services and communication scenarios, we propose a network slicing architecture for a 5G-based HSR system. With a ray tracing-based analysis of radio wave propagation characteristics and channel models for millimeter wave (mmWave) bands in railway scenarios, we draw important conclusions with regard to appropriate operating frequency bands for HSRs. mymargin Specifically, we have identified significant 5G-based key technologies for HSRs, such as spatial modulation, fast channel estimation, cell-free massive multiple-input-multiple-output (MIMO), mmWave, efficient beamforming, wireless backhaul, ultrareliable low latency communications, and enhanced handover strategies. Based on these technologies, we have developed a complete framework of 5G technologies for smart railways and pointed out exciting future research directions.
引用
收藏
页码:856 / 893
页数:38
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