Traffic Vibration Signal Analysis of DAS Fiber Optic Cables with Different Coupling Based on an Improved Wavelet Thresholding Method

Author:

An Yuhang1ORCID,Ma Jihui1,Xu Tuanwei23ORCID,Cai Yunpeng1ORCID,Liu Huiyong4,Sun Yuting1,Yan Wenfa1ORCID

Affiliation:

1. Key Laboratory of Transport Industry of Big Data Application Technologies for Comprehensive Transport, Ministry of Transport, Beijing Jiaotong University, Beijing 100044, China

2. State Key Laboratory of Transducer Technology, Institute of Semiconductors, Chinese Academy of Sciences, Beijing 100083, China

3. College of Materials Science and Opto−Electronic Technology, University of Chinese Academy of Sciences, Beijing 100049, China

4. School of Information Management, Beijing Information Science and Technology University, Beijing 100192, China

Abstract

Distributed Acoustic Sensing (DAS) is a novel technology that uses fiber optics to sense and monitor vibrations. It has demonstrated immense potential for various applications, including seismology research, traffic vibration detection, structural health inspection, and lifeline engineering. DAS technology transforms long sections of fiber optic cables into a high−density array of vibration sensors, providing exceptional spatial and temporal resolution for real−time monitoring of vibrations. Obtaining high−quality vibration data using DAS requires a robust coupling between the fiber optic cable and the ground layer. The study utilized the DAS system to detect vibration signals generated by vehicles operating on the campus road of Beijing Jiaotong University. Three distinct deployment methods were employed: the uncoupled fiber on the road, the underground communication fiber optic cable ducts, and the cement−bonded fixed fiber optic cable on the road shoulder, and compared for their outcomes. Vehicle vibration signals under the three deployment methods were analyzed using an improved wavelet threshold algorithm, which was verified to be effective. The results indicate that for practical applications, the most effective deployment method is the cement−bonded fixed fiber optic cable on the road shoulder, followed by the uncoupled fiber on the road, and the underground communication fiber optic cable ducts are the least effective. This has important implications for the future development of DAS as a tool for various fields.

Publisher

MDPI AG

Subject

Electrical and Electronic Engineering,Biochemistry,Instrumentation,Atomic and Molecular Physics, and Optics,Analytical Chemistry

Reference34 articles.

1. Intelligent Transportation Systems;Dimitrakopoulos;IEEE Veh. Technol. Mag.,2010

2. Intelligent Transportation Spaces: Vehicles, Traffic, Communications, and Beyond;Qu;IEEE Commun. Mag.,2010

3. A novel signal processing technique for vehicle detection radar;Park;IEEE MTT-S Int. Microw. Symp. Dig.,2003

4. Estimating Speed Using a Side-Looking Single-Radar Vehicle Detector;Jeng;IEEE Trans. Intell. Transp. Syst.,2014

5. Automated vehicle detection in forward-looking infrared imagery;Der;Appl. Opt.,2004

Cited by 1 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3