• Acta Optica Sinica
  • Vol. 39, Issue 11, 1106002 (2019)
Kun Liu1、2、3、*, Lingfeng Weng1、2、3、**, Junfeng Jiang1、2、3, Pengfei Ma1、2、3, Zhenshi Sun1、2、3, Liwang Zhang1、2、3, and Tiegen Liu1、2、3
Author Affiliations
  • 1Department of Precision Instruments and Optoelectronics Engineering, Tianjin University, Tianjin 300072, China
  • 2Key Laboratory of Optoelectronic Information Technology, Ministry of Education, Tianjin University, Tianjin 300072, China
  • 3Institute of Optical Fiber Sensing, Tianjin University, Tianjin 300072, China
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    DOI: 10.3788/AOS201939.1106002 Cite this Article Set citation alerts
    Kun Liu, Lingfeng Weng, Junfeng Jiang, Pengfei Ma, Zhenshi Sun, Liwang Zhang, Tiegen Liu. Zero-Crossing Rate Based Efficient Identification of Intrusion Events in Fiber Perimeter Security Systems[J]. Acta Optica Sinica, 2019, 39(11): 1106002 Copy Citation Text show less
    System sensing schematic
    Fig. 1. System sensing schematic
    Structural diagram of support vector machine
    Fig. 2. Structural diagram of support vector machine
    Original signals of five events. (a) Cutting; (b) waggling; (c) climbing; (d) knocking; (e) no intrusion
    Fig. 3. Original signals of five events. (a) Cutting; (b) waggling; (c) climbing; (d) knocking; (e) no intrusion
    Segment zero-crossing rates of five events. (a) Cutting; (b) waggling; (c) climbing; (d) knocking; (e) no intrusion
    Fig. 4. Segment zero-crossing rates of five events. (a) Cutting; (b) waggling; (c) climbing; (d) knocking; (e) no intrusion
    Eventt1t2t3t4t5t6tave
    Cutting0.0570.0450.0450.0440.1300.0060.055
    Waggling0.0500.0460.0440.0620.1560.0090.061
    Climbing0.0480.0450.0480.0570.1800.0080.064
    Knocking0.0470.0470.0480.0610.1290.0080.057
    Table 1. Extraction time of zero-crossing rate for four eventsms
    EventCuttingWagglingClimbingKnockingNo intrusion
    SVM recognition rate98.7599.1792.08100.0095.58
    RBF recognition rate85.1099.7087.3070.90-
    Table 2. Comparison of event recognition results of two methods%
    Kun Liu, Lingfeng Weng, Junfeng Jiang, Pengfei Ma, Zhenshi Sun, Liwang Zhang, Tiegen Liu. Zero-Crossing Rate Based Efficient Identification of Intrusion Events in Fiber Perimeter Security Systems[J]. Acta Optica Sinica, 2019, 39(11): 1106002
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