Piezoelectrics & Acoustooptics, Volume. 45, Issue 3, 454(2023)

Hysteresis Modeling of Fast Steering Mirror Based on IDE-BPNN

CHEN Zinan1, QIN Wenhu1, and YAO Hongquan2
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
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    References(5)

    [7] [7] STORN R,PRICE K.Differential evolution-A simple and efficient heuristic for global optimization over continuous spaces[J].Journal of global optimization,1997,11(4):341-359.

    [8] [8] TENG Y,HUANG X,YE S,et al.Prediction of particulate matter concentration in Chengdu based on improved differential evolution algorithm and BP neural network model[C]//[S.l.]:2018 IEEE 3rd International Conference on Cloud Computing and Big Data Analysis (ICCCBDA),IEEE,2018:100-106.

    [9] [9] LI R,CAO K,YU X,et al.Modeling and compensation algorithms of asymmetric nonlinearity for piezoelectric actuators based on Madelung's rules[J].IEEE Transactions on Industrial Electronics,2020,68(11):11359-11368.

    [10] [10] SON N N,VAN KIEN C,ANHH P H.Hysteresis compensation and adaptive control based evolutionary neural networks for piezoelectric actuator[J].International Journal of Intelligent Systems,2021,36(10):5472-5492.

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    CHEN Zinan, QIN Wenhu, YAO Hongquan. Hysteresis Modeling of Fast Steering Mirror Based on IDE-BPNN[J]. Piezoelectrics & Acoustooptics, 2023, 45(3): 454

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    Paper Information

    Received: Dec. 27, 2022

    Accepted: --

    Published Online: Dec. 5, 2023

    The Author Email:

    DOI:10.11977/j.issn.1004-2474.2023.03.025

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