Railway traffic monitoring with trackside fiber-optic cable by distributed acoustic sensing Technology

被引:10
|
作者
Zhang, Gongbo [1 ,2 ]
Song, Zhenghong [1 ,3 ]
Osotuyi, Abayomi Gaius [3 ]
Lin, Rongbing [1 ,2 ]
Chi, Benxin [1 ]
机构
[1] Chinese Acad Sci, Innovat Acad Precis Measurement Sci & Technol, State Key Lab Geodesy & Earths Dynam, Wuhan, Peoples R China
[2] Univ Chinese Acad Sci, Coll Earth & Planetary Sci, Beijing, Peoples R China
[3] Univ Sci & Technol China, Sch Earth & Space Sci, Hefei, Peoples R China
基金
国家重点研发计划; 中国国家自然科学基金;
关键词
distributed acoustic sensing; railway traffic monitoring; trackside monitoring; telecommunication fiber-optic cable; beamforming; SHIFT;
D O I
10.3389/feart.2022.990837
中图分类号
P [天文学、地球科学];
学科分类号
07 ;
摘要
The importance of railway safety cannot be overemphasized; hence it requires reliable traffic monitoring systems. Widespread trackside telecommunication fiber-optic cables can be suitably deployed in the form of dense vibration sensors using Distributed Acoustic Sensing technology (DAS). Train-induced ground motion signals are recorded as continuous "footprints " in the DAS recordings. As the DAS system records huge datasets, it is thus imperative to develop optimized/stable algorithms which can be used for accurate tracking of train position, speed, and the number of trains traversing the position of the DAS system. In this study, we transform a 6-days continuous DAS data sensed by a 2-km cable into time-velocity domain using beamforming on phase-squeezed signals and automatically extract the position and velocity information from the time-beampower curve. The results are manually checked and the types of the trains are identified by counting the peaks of the signals. By reducing the array aperture and moving subarrays, the train speed-curve/motion track is obtained with acceptable computational performance. Therefore, the efficiency and robustness of our approach, to continuously collect data, can play a supplementary role with conventional periodic and time-discrete monitoring systems, for instance, magnetic beacons, in railway traffic monitoring. In addition, our method can also be used to automatically slice time windows containing train-induced signals for seismic interferometry.
引用
收藏
页数:14
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