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.
机构:
Beijing Jiaotong Univ, Minist Transport, Key Lab Transport Ind Big Data Applicat Technol C, Beijing 100044, Peoples R ChinaBeijing Jiaotong Univ, Minist Transport, Key Lab Transport Ind Big Data Applicat Technol C, Beijing 100044, Peoples R China
Cai, Yunpeng
Xu, Tuanwei
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Chinese Acad Sci, Inst Semicond, Key Labs Transducer Technol, Beijing 100083, Peoples R China
Univ Chinese Acad Sci, Coll Mat Sci & Optoelect Technol, Beijing 100089, Peoples R ChinaBeijing Jiaotong Univ, Minist Transport, Key Lab Transport Ind Big Data Applicat Technol C, Beijing 100044, Peoples R China
Xu, Tuanwei
Ma, Jihui
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Beijing Jiaotong Univ, Minist Transport, Key Lab Transport Ind Big Data Applicat Technol C, Beijing 100044, Peoples R ChinaBeijing Jiaotong Univ, Minist Transport, Key Lab Transport Ind Big Data Applicat Technol C, Beijing 100044, Peoples R China
Ma, Jihui
Yan, Wenfa
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Beijing Jiaotong Univ, Minist Transport, Key Lab Transport Ind Big Data Applicat Technol C, Beijing 100044, Peoples R ChinaBeijing Jiaotong Univ, Minist Transport, Key Lab Transport Ind Big Data Applicat Technol C, Beijing 100044, Peoples R China
机构:
Xian Univ Sci & technol, Coll energy Engn, Xian 710054, Peoples R China
Xian Univ Sci & Technol Minist Educ, western Min & mine disaster prevent & control key, Xian 710054, Peoples R ChinaXian Univ Sci & technol, Coll energy Engn, Xian 710054, Peoples R China
Jing, Chai
Zhicheng, Han
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Xian Univ Sci & technol, Coll energy Engn, Xian 710054, Peoples R ChinaXian Univ Sci & technol, Coll energy Engn, Xian 710054, Peoples R China
Zhicheng, Han
Wulin, Lei
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机构:
Longdong Univ, Coll Energy Engn, Qingyang 745000, Peoples R ChinaXian Univ Sci & technol, Coll energy Engn, Xian 710054, Peoples R China
Wulin, Lei
Dingding, Zhang
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Xian Univ Sci & technol, Coll energy Engn, Xian 710054, Peoples R China
Xian Univ Sci & Technol Minist Educ, western Min & mine disaster prevent & control key, Xian 710054, Peoples R ChinaXian Univ Sci & technol, Coll energy Engn, Xian 710054, Peoples R China
Dingding, Zhang
Jianfeng, Yang
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Xian Univ Sci & technol, Coll energy Engn, Xian 710054, Peoples R China
Xian Univ Sci & Technol Minist Educ, western Min & mine disaster prevent & control key, Xian 710054, Peoples R ChinaXian Univ Sci & technol, Coll energy Engn, Xian 710054, Peoples R China
Jianfeng, Yang
Chenyang, Ma
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Xian Univ Sci & technol, Coll energy Engn, Xian 710054, Peoples R ChinaXian Univ Sci & technol, Coll energy Engn, Xian 710054, Peoples R China
Chenyang, Ma
Gang, Han
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机构:
China Coal Energy Res Inst Co Ltd, Xian 710054, Peoples R ChinaXian Univ Sci & technol, Coll energy Engn, Xian 710054, Peoples R China
Gang, Han
Mingyue, Weng
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机构:
ZhongtianHechuang Energy Co Ltd, Ordos 017010, Peoples R ChinaXian Univ Sci & technol, Coll energy Engn, Xian 710054, Peoples R China