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Nonlinear optimal control for a spherical rolling robot

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Abstract

The article presents a nonlinear H-infinity (optimal) control approach for the problem of the control of the spherical rolling robot. The solution of such a control problem is a nontrivial case due to underactuation and strong nonlinearities in the system’s state-space description. The dynamic model of the robot undergoes approximate linearization around a temporary operating point which is recomputed at each time-step of the control method. The linearization relies on Taylor series expansion and on the computation of the system’s Jacobian matrices. For the linearized dynamics of the spherical robot an H-infinity controller is designed. To compute the controller’s feedback gains an algebraic Riccati equation in solved at each iteration of the control algorithm. The global asymptotic stability properties of the control method are proven through Lyapunov analysis. Finally, for the implementation of sensorless control for the spherical rolling robot, the H-infinity Kalman Filter is used as a robust state estimator.

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Authors and Affiliations

  1. Unit of Industrial Automation Industrial Systems Institute, 26504, Rion Patras, Greece

    G. Rigatos

  2. Nonlinear Control Group Northumbria University, NE1 8ST, Newcastle, UK

    K. Busawon

  3. Department of Systems Engineering, University of Alicante, 03080, Alicante, Spain

    J. Pomares

  4. GE Global Research General Electric Co., Niskayuna, NY, 12309, USA

    M. Abbaszadeh

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  1. G. Rigatos
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  2. K. Busawon
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  3. J. Pomares
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  4. M. Abbaszadeh
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Correspondence to G. Rigatos.

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Rigatos, G., Busawon, K., Pomares, J. et al. Nonlinear optimal control for a spherical rolling robot. Int J Intell Robot Appl 3, 221–237 (2019). https://doi.org/10.1007/s41315-018-0078-2

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  • DOI: https://doi.org/10.1007/s41315-018-0078-2

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