Abstract
The work is devoted to the study of a MEMS resonator dynamics under the action of phase-locked and automatic gain control loops. Particular attention is directed to the study of the nonlinearity factor of the resonator elastic restoring force. It was found that the determination of control system parameters based on the stability analysis of the operating resonant mode, in the general case, does not provide the required phase adjustment and stabilization of the oscillation amplitude. Stable multifrequency modes of oscillations are found, and an analytical study of the mechanisms of their appearance and evolution is carried out under variation of the key parameters of the system. The real regions of the control system stable operation are determined (which do not coincide, as was found, with the regions of stability of the operating resonant mode, due to the presence of hidden attractors in the phase space of the system). A methodology has been developed for identifying such areas of stable operation. A significant complication of the structure of possible motions in the system with an increase in the Q-factor of the resonator is revealed.
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References
Alper, S., Sahin, K., Akin, T.: An analysis to improve stability of drive-mode oscillations in capacitive vibratory MEMS Gyroscopes. 2009 IEEE 22nd International Conference on Micro Electro Mechanical Systems, 817-820 (2009). https://doi.org/10.1109/MEMSYS.2009.4805508
Dong, L., Avanesian, D.: Drive-mode control for vibrational MEMS Gyroscopes. IEEE Transactions Industrial Electron. 56, 956–963 (2009). https://doi.org/10.1109/TIE.2008.2010088
Zhu, H., Jin, Z., Hu, S., Ma, W., Liu, Y.: Drive mode control for MEMS gyroscopes with electrostatically tunable structure. 2013 International Conference on Manipulation, Manufacturing and Measurement on the Nanoscale, 273-276 (2013). https://doi.org/10.1109/3M-NANO.2013.6737430
Nesterenko, T., Barbin, E., Baranov, P.: Amplitude control system of drive-mode oscillations of MEMS gyroscopes. IOP Conference Series: Materials Science and Engineering 516, 0122009 (2019). https://doi.org/10.1088/1757-899X/516/1/012009
Wu, H., Yang, H., Yin, T., Zhang, H.: Stability analysis of MEMS gyroscope drive loop based on CPPLL. Asia Pacific Conference on Postgraduate Research in Microelectronics and Electronics 45–48, (2011). https://doi.org/10.1109/PrimeAsia.2011.6075067
Demir, A., Hanay, M.: Phase-locked loop based resonant sensors: a rigorous theory and general analysis framework for deciphering fundamental sensitivity limitations due to noise. arXiv: Applied Physics, (2019). https://doi.org/10.1109/JSEN.2019.2948681
Lyukshonkov, R.G.: Thermal compensation in micromechanical gyroscopes with a circuit for stabilizing the amplitude of primary oscillations. Dissertation for the degree of candidate of technical sciences. St. Petersburg: ITMO University (2016) [in Russian]
M’Closkey, R., Vakakis, A.: Analysis of a microsensor automatic gain control loop. Proceedings of the American Control Conference 5, 3307–3311 (1999). https://doi.org/10.1109/ACC.1999.782377
Sun, X., Horowitz, R., Komvopoulos, K.: Stability and resolution analysis of a phase-locked loop natural frequency tracking system for MEMS fatigue testing. J. Dyn. Syst. Meas. Control-transactions ASME (2002). https://doi.org/10.1115/1.1514658
Park, S., Tan, C., Kim, H., Hong, S.: Oscillation control algorithms for resonant sensors with applications to vibratory gyroscopes. Sensors 124, 5952–67 (2009). https://doi.org/10.3390/s90805952
Kuznetsov, N., Leonov, G., Yuldashev, M., Yuldashev, R.: Hold-in, pull-in, and lock-in ranges of pll circuits: rigorous mathematical definitions and limitations of classical theory. IEEE transactions on circuits and systems I: regular papers 62, (2015). https://doi.org/10.1109/TCSI.2015.2476295
Ponomarenko, V.: Complicated dynamic regimes in phase-controlled self-excited oscillation system. J. Commun. Technol. Electron. 62, 1136–1147 (2017). https://doi.org/10.1134/S1064226917100114
Kuznetsov, N., Leonov, G., Yuldashev, M., Yuldashev, R.: Hidden attractors in dynamical models of phase-locked loop circuits: Limitations of simulation in MATLAB and SPICE. Commun. Nonlinear Sci. Numer. Simul. (2017). https://doi.org/10.1016/j.cnsns.2017.03.010
Nabholz, U., Curcic, M., Mehner, J., Degenfeld-Schongurg, P.: Nonlinear dynamical system model for drive mode amplitude instabilities in MEMS Gyroscopes. 2019 IEEE International Symposium on Inertial Sensors and Systems (INERTIAL), 1-4 (2019). https://doi.org/10.1109/ISISS.2019.8739703
Su, Y., Xu, P., Han, G., Si, C., Ning, J., Yang, F.: The characteristics and locking process of nonlinear MEMS Gyroscopes. Micromachines 11, 233 (2020). https://doi.org/10.3390/mi11020233
Miller, J., Shin, D., Kwon, H., Shaw, S., Kenny, T.: Phase control of self-excited parametric resonators. Phys. Rev. Appl. (2019). https://doi.org/10.1103/PhysRevApplied.12.044053
Perl, T., Maimon, R., Krylov, S., Shimkin, N.: Control of vibratory MEMS gyroscope with the drive mode excited through parametric resonance. J. Vib. Acoust. (2021). https://doi.org/10.1115/1.4050351
Shahgildyan, V.V., Lyakhovkin, A.A.: Phase-locked loop systems. M.: Communication (1972) [in Russian]
Nayfeh, A., Mook, D.: Nonlinear Oscillations. Wiley, Hoboken (1995)
Guckenheimer, J., Holmes, P.: Nonlinear Oscillations Dynamical Systems and Bifurcations of Vector Fields. Springer, New York (1983)
Wiggins, S.: Introduction to Applied Nonlinear Dynamical Systems and Chaos. Springer, New York (2003)
Lakshmanan, M., Rajaseekar, S.: Nonlinear Dynamics: Integrability Chaos and Patterns. Springer, Heidelberg (2003)
Dhooge, A., Govaerts, W., Kuznetsov, Yu.: MATCONT: a Matlab package for numerical bifurcation analysis of ODEs. ACM Trans. Math. Softw. 29, 141–164 (2003). https://doi.org/10.1145/980175.980184
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The research is partially funded by the Ministry of Science and Higher Education of the Russian Federation as part of World-class Research Center program: Advanced Digital Technologies (contract No. 075-15-2020-934 dated 17.11.2020).
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Indeitsev, D.A., Belyaev, Y.V., Lukin, A.V. et al. Nonlinear dynamics of MEMS resonator in PLL-AGC self-oscillation loop. Nonlinear Dyn 104, 3187–3204 (2021). https://doi.org/10.1007/s11071-021-06586-x
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DOI: https://doi.org/10.1007/s11071-021-06586-x