首页|基于方差阈值的分布式光纤振动定位算法研究

基于方差阈值的分布式光纤振动定位算法研究

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振动事件定位是分布式光纤振动传感系统研究的重要议题,基于光纤扰动事件引起扰动及其后续位置对应的光时域反射曲线混乱度增加进而使时域累加平均曲线收敛的现象,提出方差阈值算法定位振动事件.该方法首先通过分析扰动事件引起光时域反射曲线方差变化规律设定阈值,并在光时域反射曲线末端位置设置数据窗口校验有无振动事件发生.若存在振动事件,则向光时域反射曲线前端滑动窗口计算方差,根据设定的方差阈值区分振动事件位置前、后过渡点,从而定位振动事件.实验搭建了分布式光纤振动系统,在16 km的光纤范围实现了±4 m的定位精度.对比常用的逐差定位法,所提出的方法对数据的处理增加了时间累加平均及衰减系数补偿,克服了瑞利散射信号的随机波动引起的偏差,从而降低误报率.
Research on Distributed Optical Fiber Vibration Location Algorithm Based on Variance Threshold
Vibration event positioning is an important issue in the study of distributed fiber optic vibration sensing system,a variance threshold algorithm is proposed to locate vibration events based on the phenomenon that fiber optic perturbation events cause an increase in the confusion of the optical time-domain reflectance curves corresponding to the perturbation and its subsequent positions,which leads to the convergence of the cumulative mean curve in the time-domain.The method firstly sets the threshold by analyzing the variance change rule of the optical time-domain reflection curve caused by the perturbation event,and sets the data window at the end position of the optical time-domain reflection curve to check whether there is a vibration event or not.If there is a vibration event,the data window slides to the front of the optical time-domain reflection curve to calculate the variance.According to the set variance threshold,the vibra-tion event location before and after the transition point is determined,so as to locate the vibration event.The distributed optical fiber vi-bration system is experimentally constructed,and a positioning accuracy of±4 m is achieved over a 16 km optical fiber range.Compared with the commonly used difference-by-difference location method,the method proposed adds time-accumulated averaging and attenuation coefficient compensation to the data processing algorithm,which overcomes the error caused by random fluctuations of Rayleigh scatter-ing signals and thus reduces the false alarm rate.

distributed optical fiber sensingvibration locationvariancethresholdoptical time-domain reflection

黄闽南、王一山、范佳铭、苏幸晨、张成龙、吕立冬

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安徽工业大学电气与信息工程学院,安徽马鞍山 243032

分布式光纤传感 振动定位 方差 阈值 光时域反射

2024

传感技术学报
东南大学 中国微米纳米技术学会

传感技术学报

CSTPCD北大核心
影响因子:1.276
ISSN:1004-1699
年,卷(期):2024.37(12)