Metrology & Measurement Technology, Volume. 45, Issue 3, 78(2025)

Static model identification of quartz flexible accelerometer based on PSO⁃BP

Youzhi SHI1、*, Renjian FENG1, and Xiaoting LI2
Author Affiliations
  • 1School of Instrument Science and Opto⁃electronics Engineering, Beihang University, Beijing100191, China
  • 2AVIC Changcheng Institute of Metrology & Measurement, Beijing100095, China
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    References(13)

    [2] ZHANG P F, LONG X W. Research on compensating error model of quartzose flexible accelerometer. Chinese Journal of Sensors and Actuators, 19, 1100-1102, 1170(2006).

    [3] LIAO L, LI Q. Parameter identification and temperature compensation of quartz flexible accelerometer based on total least squares. International Journal of Signal Processing Systems, 4, 27-31(2016).

    [4] LI L. Research on adaptive filtering algorithm based on total least squares method(2020).

    [5] SUN Y B, REN S Q, WANG C H. Calibration method of quartz accelerometer under sine acceleration. Journal of Chinese Inertial Technology, 29, 688-695(2021).

    [6] LIAO L, SUN F, LIAN D H. Parameters identification of quartz flexible accelerometer based on artificial fish swarm algorithm. Journal of Shandong Industrial Technology, 249-250(2015).

    [7] QIN C J, DONG X M, DAI J et al. Accelerometer model identification based on GMDH. Metrology & Measurement Technology, 36, 163-165(2016).

    [8] SU B K, JIANG X X, LIU Y. Comparative study of several model identification methods for accelerometer. Transducer and Microsystem Technologies, 30, 40-42, 45(2011).

    [9] XU W, LI Q, CHEN X D et al. Model identification of quartz flexible accelerometer based on wavelet denoising and least squares estimation. Chinese Journal of Sensors and Actuators, 26, 1493-1498(2013).

    [10] YU X, ZJANG L, GUO L et al. Identification for temperature model of accelerometer based on proximal SVR and particle swarm optimization algorithms. Journal of Control Theory and Applications, 10, 349-353(2012).

    [11] LI X F, LI D H, GAO J M et al. Temperature drift compensation algorithm based on BP and GA in quartzes flexible accelerometer. Applied Mechanics and Materials, 249, 95-99(2013).

    [14] DONG X M, DAI J, YANG H L et al. Identification of the static model of the accelerometer. Metrology & Measurement Technology, 36, 152-155(2016).

    [15] ZHANG H, LIN S S, MAO Z C et al. Research on temperature compensation of quartz vibrating beam accelero⁃meter based on IWOA⁃BP. Instrument Technique and Sensor, 38, 110-115(2024).

    [16] WANG F L, XU D C. MEMS accelerometer temperature compensation based on PSO⁃BP neural network. Transducer and Microsystem Technologies, 38, 19-22(2019).

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    Youzhi SHI, Renjian FENG, Xiaoting LI. Static model identification of quartz flexible accelerometer based on PSO⁃BP[J]. Metrology & Measurement Technology, 2025, 45(3): 78

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    Paper Information

    Category: Sensor Technology

    Received: Mar. 3, 2025

    Accepted: --

    Published Online: Jul. 31, 2025

    The Author Email:

    DOI:10.11823/j.issn.1674-5795.2025.03.07

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