Building safety monitoring based on extreme gradient boosting in distributed optical fiber sensing

XGBoost

2016 · 44.2K citations · Full text

Cluster Computing, Engineering, Machine Learning +16

Ultra-long high-sensitivity Φ-OTDR for high spatial resolution intrusion detection of pipelines

Fei Peng, Han Wu, Xin-Hong Jia et al. · Optics Express · 2014 · 393 citations · Full text

Pipeline Security Monitoring, Distributed Raman Amplification, Ultra-long High-sensitivity φ-Otdr +15

Toward Prevention of Pipeline Integrity Threats Using a Smart Fiber-Optic Surveillance System

Javier Tejedor, Hugo F. Martins, Daniel Piote et al. · Journal of Lightwave Technology · 2016 · 176 citations · Full text

Engineering, Toward Prevention, Education +17

Separation and Determination of the Disturbing Signals in Phase-Sensitive Optical Time Domain Reflectometry (Φ-OTDR)

Huijuan Wu, Shunkun Xiao, Xiaoyu Li et al. · Journal of Lightwave Technology · 2015 · 139 citations

Optical Materials, Engineering, Wave Optic +26

An Event Recognition Method for Φ-OTDR Sensing System Based on Deep Learning

Yi Shi, Yuanye Wang, Lei Zhao et al. · Sensors · 2019 · 139 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +16