Exploiting Equivariance in the Design of Tracking Controllers for Euler-Poincare Systems on Matrix Lie Groups (2401.16725v2)
Abstract: The trajectory tracking problem is a fundamental control task in the study of mechanical systems. A key construction in tracking control is the error or difference between an actual and desired trajectory. This construction also lies at the heart of observer design and recent advances in the study of equivariant systems have provided a template for global error construction that exploits the symmetry structure of a group action if such a structure exists. Hamiltonian systems are posed on the cotangent bundle of configuration space of a mechanical system and symmetries for the full cotangent bundle are not commonly used in geometric control theory. In this paper, we propose a group structure on the cotangent bundle of a Lie group and leverage this to define momentum and configuration errors for trajectory tracking drawing on recent work on equivariant observer design. We show that this error definition leads to error dynamics that are themselves ``Euler-Poincare like'' and use these to derive simple, almost global trajectory tracking control for fully-actuated Euler-Poincare systems on a Lie group state space.
- S. Axler. Linear Algebra Done Right. Undergraduate Texts in Mathematics. Springer New York, 1997. ISBN 978-0-387-98259-5.
- Andrew Baker. An introduction to matrix groups and their applications. University of Glagslow, Glagslow, Scotland, 2000.
- The invariant extended Kalman filter as a stable observer. IEEE Transactions on Automatic Control, 62(4):1797–1812, 2016.
- Almost global attitude stabilization of a rigid body for both internal and external actuation schemes. European Journal of Control, 20(1):45–54, January 2014. ISSN 0947-3580. doi: 10.1016/j.ejcon.2013.10.006.
- Controlled Lagrangians and the stabilization of mechanical systems. I. The first matching theorem. IEEE Transactions on Automatic Control, 45(12):2253–2270, December 2000. ISSN 1558-2523. doi: 10.1109/9.895562.
- Tracking for fully actuated mechanical systems: A geometric framework. Automatica, 35(1):17–34, January 1999. ISSN 0005-1098. doi: 10.1016/S0005-1098(98)00119-8.
- Output-feedback control for almost global stabilization of fully-actuated rigid bodies. In 2008 47th IEEE Conference on Decision and Control, pages 3583–3588, December 2008. doi: 10.1109/CDC.2008.4738956.
- Trajectory tracking control of port-controlled Hamiltonian systems via generalized canonical transformations. Automatica, 39(12):2059–2069, December 2003. ISSN 0005-1098. doi: 10.1016/j.automatica.2003.07.005.
- Equivariant Filter Design for Discrete-time Systems. In 2022 IEEE 61st Conference on Decision and Control (CDC), pages 1243–1250, December 2022. doi: 10.1109/CDC51059.2022.9992342.
- Thomas Hawkins. Cauchy and the spectral theory of matrices. Historia mathematica, 2(1):1–29, 1975.
- The Euler–Poincaré Equations and Semidirect Products with Applications to Continuum Theories. Advances in Mathematics, 137(1):1–81, July 1998. ISSN 0001-8708. doi: 10.1006/aima.1998.1721.
- Black-Scholes Theory and Diffusion Processes on the Cotangent Bundle of the Affine Group. Entropy, 22(4):455, April 2020. ISSN 1099-4300. doi: 10.3390/e22040455.
- John M. Lee. Smooth manifolds. In Introduction to Smooth Manifolds, pages 1–29. Springer New York, New York, NY, 2003. ISBN 978-0-387-21752-9.
- Geometric tracking control of a quadrotor UAV on SE(3). In 49th IEEE Conference on Decision and Control (CDC), pages 5420–5425, December 2010. doi: 10.1109/CDC.2010.5717652.
- Robert Mahony. A novel passivity-based trajectory tracking control for conservative mechanical systems. In 2019 IEEE 58th Conference on Decision and Control (CDC), pages 4259–4266. IEEE, 2019.
- Nonlinear complementary filters on the special orthogonal group. IEEE Transactions on automatic control, 53(5):1203–1218, 2008.
- Equivariant Systems Theory and Observer Design, August 2020.
- Introduction to Mechanics and Symmetry: A Basic Exposition of Classical Mechanical Systems. Texts in Applied Mathematics. Springer-Verlag New York, 1994.
- Energy-shaping of port-controlled Hamiltonian systems by interconnection. In Proceedings of the 38th IEEE Conference on Decision and Control (Cat. No.99CH36304), volume 2, pages 1646–1651 vol.2, December 1999. doi: 10.1109/CDC.1999.830260.
- Composite adaptive control of robot manipulators. Automatica, 25(4):509–519, 1989. ISSN 0005-1098. doi: 10.1016/0005-1098(89)90094-0.
- Applied Nonlinear Control, volume 199. Prentice hall Englewood Cliffs, NJ, 1991.
- A new feedback method for dynamic control of manipulators. Journal of Dynamic Systems, Measurement, and Control, 103(2):119–125, June 1981. ISSN 0022-0434. doi: 10.1115/1.3139651.
- A. J. van der Schaft. L2-Gain and Passivity Techniques in Nonlinear Control. Springer, 1996. ISBN 978-3-540-76074-0.
- Equivariant Filter (EqF). IEEE Transactions on Automatic Control, 68(6):3501–3512, June 2023. ISSN 1558-2523. doi: 10.1109/TAC.2022.3194094.