The Research on Pattern Recognition in Distributed Fiber Vibrant Sensor System

被引:1
|
作者
Wu, Hongyan [1 ]
Zhao, Dong [1 ]
Xu, Haiyan [2 ]
机构
[1] Fudan Univ, Dept Mat Sci, Shanghai 200433, Peoples R China
[2] HoHai Univ, Dept Comp & Informat, Changzhou 213022, Peoples R China
关键词
fiber vibrant sensor; pattern recognition; MFCC;
D O I
10.1117/12.892874
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Distributed Fiber Vibrant Sensor System is a new type of system, which could be used in long-distance, strong-EMI condition for monitoring vibration and sound signals. Position determination analysis toward this system is popular in previous papers, but pattern recognition of the output signals of the sensor has been missed for a long time. This function turns to critical especially when it is used for real security project in which quick response to intrusion is a must. After pre-processing the output signal of the system, a MFCC-based approach is provided in this paper to extract features of the sensing signals, which could be used for pattern recognition in real project, and the approach is proved by large practical experiments and projects.
引用
收藏
页数:6
相关论文
共 50 条
  • [21] High Accuracy Intrusion Pattern Recognition using a DualStage-Recognition Network for Fiber Optic Distributed Sensing System
    He, Tao
    Liu, Yijie
    Zhang, Shixiong
    Yan, Zhijun
    Liu, Deming
    Sun, Qizhen
    2021 CONFERENCE ON LASERS AND ELECTRO-OPTICS (CLEO), 2021,
  • [22] Research of a High Efficiency Practical Distributed Fiber Bragg Grating Temperature Sensor System
    Zhang, Yanjun
    Wei, Bo
    Lou, Junbo
    Bi, Weihong
    5TH INTERNATIONAL SYMPOSIUM ON ADVANCED OPTICAL MANUFACTURING AND TESTING TECHNOLOGIES: OPTOELECTRONIC MATERIALS AND DEVICES FOR DETECTOR, IMAGER, DISPLAY, AND ENERGY CONVERSION TECHNOLOGY, 2010, 7658
  • [23] Research on Distributed Fiber-optic Sensor Based Motor Fault Monitoring System
    Zhang Yi
    Xu Haiyan
    Xiao Qian
    Wu Hongyan
    Zhao Dong
    5TH INTERNATIONAL SYMPOSIUM ON ADVANCED OPTICAL MANUFACTURING AND TESTING TECHNOLOGIES: OPTICAL TEST AND MEASUREMENT TECHNOLOGY AND EQUIPMENT, 2010, 7656
  • [24] Research on decoding algorithm of correlation coding for fiber Raman distributed temperature sensor system
    Cao, Wen-Feng
    Jiang, Hai-Ming
    Xie, Kang
    Jiang, Hai-Feng
    Guangdianzi Jiguang/Journal of Optoelectronics Laser, 2014, 25 (11): : 2079 - 2084
  • [25] Research of distributed fiber sensor using wavelet transform
    Zhang, G
    Li, SH
    Qin, Y
    Zhang, ZP
    FIBER OPTIC AND LASER SENSORS AND APPLICATIONS: INCLUDING DISTRIBUTED AND MULTIPLEXED FIBER OPTIC SENSORS VII, 1999, 3541 : 330 - 337
  • [26] Web-based distributed pattern recognition system
    Hsiao, SJ
    Sung, WT
    Fan, KC
    SIXTH INTERNATIONAL CONFERENCE ON INFORMATION VISUALISATION, PROCEEDINGS, 2002, : 375 - 382
  • [27] Study of pattern recognition based on SVM algorithm for φ-OTDR distributed optical fiber disturbance sensing system
    Zhang J.
    Lou S.
    Liang S.
    Hongwai yu Jiguang Gongcheng/Infrared and Laser Engineering, 2017, 46 (04):
  • [28] Vibration Pattern Recognition and Classification in OTDR Based Distributed Optical-Fiber Vibration Sensing System
    Zhu, Hui
    Pan, Chao
    Sun, Xiaohan
    SMART SENSOR PHENOMENA, TECHNOLOGY, NETWORKS, AND SYSTEMS INTEGRATION 2014, 2014, 9062
  • [29] Distributed Strain Sensing Textile using a Rosette Pattern Fiber Sensor
    Biondi, Andres M. V.
    Abedin, Sabrina
    Wu, Rui
    Cao, Lidan
    Wang, Xingwei
    NONDESTRUCTIVE CHARACTERIZATION AND MONITORING OF ADVANCED MATERIALS, AEROSPACE, CIVIL INFRASTRUCTURE, AND TRANSPORTATION XVII, 2023, 12487
  • [30] Distributed fiber-optic intrusion sensor system
    Juarez, JC
    Maier, EW
    Choi, KN
    Taylor, HF
    JOURNAL OF LIGHTWAVE TECHNOLOGY, 2005, 23 (06) : 2081 - 2087