Condition Monitoring Technology and Its Testing for 5G-Enabled High-Speed Railway Wireless Communication Networks: Guaranteeing the Reliability of Train–Ground Communication

Currently, fifth-generation (5G) communication has emerged as the most promising candidate for next-generation railway-dedicated communication systems. Condition monitoring of 5G networks is critical for ensuring the continuity and reliability of train–ground communications. In this paper, a real-time monitoring technology is proposed, which is based on generalized channel characteristics extracted from received Demodulation Reference Signals (DM-RSs). Furthermore, a corresponding monitoring system has been developed based on the Radio Frequency System on Chip (RFSoC). Experimental results demonstrate that the proposed condition monitoring system exhibits excellent performance: it can accurately measure key network metrics (including field strength, multipath components, and frequency offset) and enable real-time monitoring of the operational condition of 5G radio access networks (RAN) and on-board terminals. Future work will focus on integrating the monitoring system into on-board terminals.

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Publication Details

Journal
Machines
Published
2025-11-25
DOI
https://doi.org/10.3390/machines13121087
Primary Topic
Railway Systems and Energy Efficiency
Type
article
Field-Weighted Citation Impact
0.00

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article

Condition Monitoring Technology and Its Testing for 5G-Enabled High-Speed Railway Wireless Communication Networks: Guaranteeing the Reliability of Train–Ground Communication

Pengyu Ren, Cheng Li, Dan Fei, Lei Xiong et al.
Machines
Railway Systems and Energy Efficiency
article

Condition Monitoring Technology and Its Testing for 5G-Enabled High-Speed Railway Wireless Communication Networks: Guaranteeing the Reliability of Train–Ground Communication

Pengyu Ren, Cheng Li, Dan Fei, Lei Xiong, Bo Ai
article en

Abstract

Currently, fifth-generation (5G) communication has emerged as the most promising candidate for next-generation railway-dedicated communication systems. Condition monitoring of 5G networks is critical for ensuring the continuity and reliability of train–ground communications. In this paper, a real-time monitoring technology is proposed, which is based on generalized channel characteristics extracted from received Demodulation Reference Signals (DM-RSs). Furthermore, a corresponding monitoring system has been developed based on the Radio Frequency System on Chip (RFSoC). Experimental results demonstrate that the proposed condition monitoring system exhibits excellent performance: it can accurately measure key network metrics (including field strength, multipath components, and frequency offset) and enable real-time monitoring of the operational condition of 5G radio access networks (RAN) and on-board terminals. Future work will focus on integrating the monitoring system into on-board terminals.

MachinesVol. 13(12)
Beijing Jiaotong University (CN)
National Natural Science Foundation of China, Fundamental Research Funds for the Central Universities
Openalex Percentile: Top 51%
Railway Systems and Energy Efficiency
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