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Stochastic Properties of an Inverted Pendulum on a Wheel on a Soft Surface

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13th Chaotic Modeling and Simulation International Conference (CHAOS 2020)

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Abstract

We study dynamics of the inverted pendulum on the wheel on a soft surface and under a proportional-integral-derivative controller. The behaviour of such pendulum is modelled by a system with a differential inclusion. If the system has a sensor for the rotational velocity of the pendulum, the tilt sensor and the encoder for the wheel then this system is observable. The using of the observed data for the controller brings stochastic perturbations into the system. The properties of the differential inclusion under stochastic control is studied for upper position of the pendulum. The formula for the time, which the pendulum spends near the upper position, is derived.

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References

  1. A.M. Formalskii, Stabilisation and Motion Control of Unstable Objects. De Gruyter Studies in Mathematical Physics, vol. 33 (2016)

    Google Scholar 

  2. Yu.G. Martynenko, A.M. Formal’skii, Controlled pendulum on a movable base. Mech. Solids 48, 6–18 (2013)

    Google Scholar 

  3. K. Pathak, J. Franch, S.K. Agrawal, Velocity and position control of a wheeled inverted pendulum by partial feedback linearization. IEEE Trans. Robot. 21, 505–513 (2005)

    Article  Google Scholar 

  4. D.S. Nasrallah, H. Michalska, J. Angeles, Controllability and posture control of a wheeled pendulum moving on an inclined plane. IEEE Trans. Robot. 23(3), 564–577 (2007)

    Article  Google Scholar 

  5. K.J. Åström, T. Hågglund, PID Controllers, 2nd edn. (1994)

    Google Scholar 

  6. M.A. Ahmad, A.N.K. Nasir, R.M.T. Raja Ismail, Performance comparison between sliding mode control (SMC) and PD-PID controllers for a nonlinear inverted pendulum system. World Acad. Sci. Eng. Technol. 71, 122–127 (2010)

    Google Scholar 

  7. A. Shimada, N. Hatakeyama, Movement control using zero dynamics of two-wheeled inverted pendulum robot, in 10th IEEE International Workshop on Advanced Motion Control (2008), pp. 38–43

    Google Scholar 

  8. C.R. Halkyard, R.P.M. Chan, K.A. Stol, Review of modelling and control of two-wheeled robots. Annu. Rev. Control 37, 89–103 (2013)

    Article  Google Scholar 

  9. O.M. Kiselev, Stabilization of the wheeled inverted pendulum on a soft surface. Russ. J. Nonlinear Mech. 16(3)

    Google Scholar 

  10. O.M. Kiselev, Stabilization of the wheeled inverted pendulum on a soft surface, arxiv:2006.05450

  11. InventSense, MPU-6000/MPU-6050 Product Specification, 08 2013. Rev. 3.4

    Google Scholar 

  12. Freescale Semiconductor, \(\pm 1.5\,g, \pm 6\,g\)Three Axis Low-g Micromachined Accelerometer, 04 2008. Rev. 0

    Google Scholar 

  13. K. Brammer, G. Siffling, Kalman-Bucy-Filter, Deterministische Beobachtung und stochastische Filterung. Methoden der Regelungstechnik

    Google Scholar 

  14. R.S. Bucy, R.E. Kalman, New results in linear filtering and prediction theory 83, 95–108

    Google Scholar 

  15. R.E. Kalman, A new approach to linear filtering and prediction problems 82(D), 35–45

    Google Scholar 

  16. J.W. Austin, C.T. Leondes, Statistically linearized estimation of reentry trajectories 17, 54–61

    Google Scholar 

  17. A. Bertolini, M. Athans, R.P. Wishner, Suboptimal state estimation for continuous-time nonlinear systems from discrete noisy measurements 13, 504–518

    Google Scholar 

  18. S.J. Julier, J.K. Uhlmann, A new extension of the Kalman filter to nonlinear systems, pp. 182–193

    Google Scholar 

  19. J.K. Uhlrnann, S.J. Julier, H.F. Durrant-Whyte, A new approach for filtering nonlinear systems, pp. 1628–1632

    Google Scholar 

  20. N.N. Krasovskii, Nekotorye zadachi teorii ustoichivisti dvizheniya. FizMatLit

    Google Scholar 

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Correspondence to O. M. Kiselev .

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Kiselev, O.M. (2021). Stochastic Properties of an Inverted Pendulum on a Wheel on a Soft Surface. In: Skiadas, C.H., Dimotikalis, Y. (eds) 13th Chaotic Modeling and Simulation International Conference. CHAOS 2020. Springer Proceedings in Complexity. Springer, Cham. https://doi.org/10.1007/978-3-030-70795-8_28

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