[HTML][HTML] Detection and recognition of distributed optical fiber intrusion signal

Z Yongkang, S Ying, W Chen, Z Wen… - Opto-Electronic …, 2021 - oejournal.org
Distributed acoustic sensing (DAS) technology can detect acoustic or vibration signals with
high sensitivity and wide dynamic range by receiving the phase information from coherent …

Multiple disturbance detection and intrusion recognition in distributed acoustic sensing

J Huang, T Xu, S Feng, Y Yang, F Li… - Fiber Optic Sensing …, 2018 - spiedigitallibrary.org
Distributed acoustic sensing system can be used in the long-distance and strong-EMI
condition for monitoring and inspection. In this paper, location method for optical fiber …

Multiple event recognition scheme using variational mode decomposition-based hybrid feature extraction in fiber optic DAS system

W Fu, D Yi, Z Huang, C Huang, Y Geng… - IEEE Sensors …, 2023 - ieeexplore.ieee.org
This study proposes a multiple intrusion event recognition scheme in a fiber optic distributed
acoustic sensing (DAS) system. The variational mode decomposition (VMD) algorithm is …

Mixed intrusion events recognition based on group convolutional neural networks in DAS system

S Yan, Y Shang, C Wang, W Zhao, J Ni - IEEE Sensors Journal, 2021 - ieeexplore.ieee.org
The mixed intrusion events recognition is still a challenging problem in optical fiber
perimeter security with distributed acoustic sensing (DAS), because the vibration signals will …

Development of Long-perimeter Intrusion Detection System Aided by deep Learning-based Distributed Fiber-optic Acoustic· vibration Sensing Technology

H Kim, J Lee, H Jung, YH Kim, JH Kwon… - Journal of Sensor …, 2022 - koreascience.kr
Distributed fiber-optic acoustic· vibration sensing technology is becoming increasingly
popular in many industrial and academic areas such as in securing large edifices, exploring …

Event discrimination method for distributed optical fiber intrusion sensing system based on integrated time/frequency domain feature extraction

K Peng, C Feng, S Wang, F Ai, H Li, D Liu… - Acta Optica Sinica, 2019 - researching.cn
To reduce the high false alarm rate of the distributed fiber intrusion monitoring system in
outdoor complex environment, this study proposes and demonstrates an intrusion event …

An intrusion events recognition method by incremental learning assisted with fiber optic DAS system

S Zhang, T He, C Fan, H Li, Z Yan, D Liu… - CLEO …, 2022 - opg.optica.org
An intrusion events recognition method by incremental learning is proposed and
demonstrated. Assisted with fiber optic distributed acoustic sensing (DAS) system, the …

An energy ratio feature extraction method for optical fiber vibration signal

Z Sheng, X Zhang, Y Wang, W Hou, D Yang - Photonic Sensors, 2018 - Springer
The intrusion events in the optical fiber pre-warning system (OFPS) are divided into two
types which are harmful intrusion event and harmless interference event. At present, the …

Multi-dimensional feature extraction method for distributed optical fiber sensing signals

Y Zhan, L Xu, M Han, W Zhang, G Lin, X Cui, Z Li… - Journal of Optics, 2024 - Springer
Aiming at the pattern recognition of disturbance events in distributed optical fiber sensing
systems, a multi-dimensional feature extraction method of optical fiber sensing signals is …

Modified Data Augmentation Integration Method for Robust Intrusion Events Recognition With Fiber Optic DAS System

S Zhang, T He, H Li, C Fan, Z Yan… - Journal of Lightwave …, 2023 - ieeexplore.ieee.org
Due to the poor generalization performance of the artificial intelligence recognition models,
high false alarm rate (FAR) is still a challenge for intrusion events recognition with fiber optic …