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Semiconductor Optoelectronics, Volume. 44, Issue 4, 519(2023)

The Temperature Compensation Method of Fiber Optic Gyroscope Based on BAS-BP-Bagging Neural Network

WANG Kai1, QIU Haitao1、*, and SHI Haiyang2
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    [3] [3] Jin J, Wang Z, Zhang Z G, et al. Temperature errors modeling for fiber optic gyroscope using multiple linear regression models[J]. J. of Astronautics, 2008, 29(6): 1912-1916.

    [4] [4] Meng X J, Meng X L. Nonlinear system simulation based on the BP neural network[C]// 2010 Third Inter. Conf. on Intelligent Networks and Intelligent Systems, 2010: 334-337.

    [7] [7] Jiang X Y, Li S. BAS: beetle antennae search algorithm for optimization problems[J]. Inter. J. of Robotics and Control, 2017, 1(1).

    [9] [9] Jadav K, Panchal M. Optimizing weights of artificial neural networks using genetic algorithms[J]. Inter. J. of Advanced Research in Computer Science and Electronics Engineering, 2012, 1(10): 47-51.

    [11] [11] Liu J G, Chen X Y. Temperature drift compensation of a FOG based on an HKSVM optimized by an improved hybrid BAS-GSA algorithm[J]. Appl. Opt., 2021, 60: 10539-10547.

    CLP Journals

    [1] QIU Haitao, WANG Kai, SHI Haiyang, FENG Zijian. Fiber Optic Gyroscope Temperature Compensation and Implementation Based on Multi-model Ensemble Algorithm[J]. Semiconductor Optoelectronics, 2024, 45(1): 96

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    WANG Kai, QIU Haitao, SHI Haiyang. The Temperature Compensation Method of Fiber Optic Gyroscope Based on BAS-BP-Bagging Neural Network[J]. Semiconductor Optoelectronics, 2023, 44(4): 519

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    Paper Information

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    Received: Feb. 20, 2023

    Accepted: --

    Published Online: Nov. 26, 2023

    The Author Email: QIU Haitao (qiuhaitao@bistu.edu.cn)

    DOI:10.16818/j.issn1001-5868.2023022003

    Topics

    laser devices and laser physics
    Lasers and Laser Optics
    Laser physics
    laser manufacturing
    Instrumentation, Measurement and Metrology