Electronics Optics & Control, Volume. 26, Issue 6, 100(2019)

Temperature Compensation of MEMS-Gyro Based on Particle Swarm Optimization and Support Vector Machines

GAO Ce1...2, SHEN Xiaowei1,3, ZHANG Biao1,2, and HU Haojie12 |Show fewer author(s)
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  • 1[in Chinese]
  • 2[in Chinese]
  • 3[in Chinese]
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    References(8)

    [1] [1] WANG L, ZHANG W, ZHANG Z P, et al. Spinning frequency estimation algorithm of MEMS gyro's output signal based on FFT coefficient[J].Microsystem Technologies, 2018, 24(4):1789-1793.

    [2] [2] KOURANI A, HEGAZI E, ISMAIL Y. Electronic frequency compensation of AlN-on-Si MEMS reference oscillators[J]. Microelectronics Journal, 2016, 54:72-84.

    [3] [3] WU X Z, LIU Z L, LI S Y. Influence factors and enhance-ment on property of micro-silicon gyroscopes[J]. Micronanoelectronic Technology, 2003, 7(8):274-277.

    [4] [4] WU X Z, LIU Z L,LI S Y. Influence factors and enhance-ment on property of micro-silicon gyroscopes[J]. Micronanoelectronic Technology, 2003, 7(8): 274-277.

    [5] [5] KUMAR P.Multilevel communication optimal least squares[C]//International Conference on Computational Science, Reykjavik, Iceland, 2015: 1838-1847.

    [7] [7] VAPNIK V N. The nature of statistical learning theory[M]. New York:Springer, 1999.

    [9] [9] FRIEDRICHS F. Evolutionary tuning of multiple SVM parameters[J]. Neurocomputing, 2017, 64(2):107-117.

    [11] [11] XAVIER A L, Jr, CELASCHI S. Groundwater monitoring of a hidric shortage crisis in Brazil based on LS-SVM forecasts for the city of S, o Paulo[J].International Journal of Scientific & Engineering Research, 2017, 8(1): 1-9.

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    GAO Ce, SHEN Xiaowei, ZHANG Biao, HU Haojie. Temperature Compensation of MEMS-Gyro Based on Particle Swarm Optimization and Support Vector Machines[J]. Electronics Optics & Control, 2019, 26(6): 100

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    Paper Information

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    Received: Jul. 13, 2018

    Accepted: --

    Published Online: Jan. 31, 2021

    The Author Email:

    DOI:10.3969/j.issn.1671-637x.2019.06.021

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