• Acta Photonica Sinica
  • Vol. 50, Issue 9, 0930004 (2021)
Meihui JIA, Lijuan LI, Jiaojiao REN, Jian GU, Dandan ZHANG, Jiyang ZHANG, and Weihua XIONG
Author Affiliations
  • Key Laboratory of Optoelectronic Measurement and Control and Optical Information Transmission Technology of Ministry of Education, College of Optoelectronic Engineering, Changchun University of Science and Technology, Changchun130022, China
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    DOI: 10.3788/gzxb20215009.0930004 Cite this Article
    Meihui JIA, Lijuan LI, Jiaojiao REN, Jian GU, Dandan ZHANG, Jiyang ZHANG, Weihua XIONG. Terahertz Nondestructive Testing Signal Recognition Based on PSO-BP Neural Network[J]. Acta Photonica Sinica, 2021, 50(9): 0930004 Copy Citation Text show less
    References

    [1] Weihua XIONG, Lijuan LI, Jiaojiao REN等. Study on THz multi-characteristic parameter imaging of bonding defects of high temperature resistant materials. Acta Optica Sinica, 40, 1711001(2020).

    [2] Jiyang ZHANG, Jiaojiao REN, Sihong CHEN等. Plication of wavelet denoising in terahertz nondestructive testing. Chinese Journal of Lasers, 47(2020).

    [3] Jun HU, Zhen XU, Mopeng LI等. Study on determination of melamine content in milk powder based on neural network algorithm and terahertz spectral detection technology. Progress in Laser and Optoelectronics, 57, 223001(2020).

    [4] Shuo CHEN, Chengao LUO, Hongqiang WANG et al. Three-dimensional terahertz coded-aperture imaging based on matched filtering and convolutional neural network. Sensors, 18, 1342(2018).

    [5] Tiejun LI, Yue SUN, Guifang SHAO等. Research on terahertz nondestructive testing method for ceramic matrix composites. Laser &Optoelectronics Progress, 55(2018).

    [6] Wanli TU, Shuncong ZHONG, Yaochun SHEN et al. Neural network-based hybrid signal processing approach for resolving thin marineprotective coating by terahertz pulsed imaging. Ocean Engineering, 173, 58-67(2019).

    [7] Chunyao LEE, Yihsin CHENG. Motor fault detection using wavelet transform and improved PSO-BP neural network. Processes, 8, 1322(2020).

    [8] Jiaojiao REN, Lijuan LI, Dandan ZHANG等. Analysis of terahertz nondestructive testing based on multi-characteristic parameter neural network. Acta Photonica Sinica, 46(2017).

    [9] D H HAN, L H KANG. Nondestructive evaluation of GFRP composite including multi-delamination using THzspectroscopy and imaging. Composite Structures, 185, 161-175(2018).

    [10] N SURYAWANSHI, J S ESWARI. Chitin from seafood waste: particle swarm optimization and neural network studyfor the improved chitinase production. Chemical Technology and Biotechnology, 1-6(2021).

    [11] Baozhou HUANG, Junhua YANG, Siling LU等. Wave trapping power prediction based on improved particle swarm optimization neural network algorithm. Acta Energica Sinica, 42, 302-308(2021).

    [12] Haoran LI, Jingui LU. Infrared phase locked defect attribute recognition based on PSO-BP neural network. Modern Manufacturing Engineering, 117-123(2019).

    [13] Xiong WU, Kaigang ZOU, Kejia WANG. Study on terahertz nondestructive testing technology for internal defects of composite materials. Optics & OptoelectronicTechnology, 18, 10-15(2020).

    [14] Haitao LI, Borui WANG. Application of BP neural network based on particle swarm optimization in seawater quality evaluation. Marine Science, 44, 31-36(2020).

    [15] Ming XUE, Bo WEI, Lu YANG等. Remote sensing image classification method optimized by GA-PSO BP neural network. Remote Sensing Information, 35, 110-116(2020).

    [16] Kelei XIE, Chunyan QU, Yingjian MA等. Effect of crosslinking agent on structure and properties of PMI foam. Journal of Materials Engineering, 23-27+30(2009).

    Meihui JIA, Lijuan LI, Jiaojiao REN, Jian GU, Dandan ZHANG, Jiyang ZHANG, Weihua XIONG. Terahertz Nondestructive Testing Signal Recognition Based on PSO-BP Neural Network[J]. Acta Photonica Sinica, 2021, 50(9): 0930004
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