DocumentCode
2569017
Title
LDV control over compact riemannian manifolds
Author
Jonckheere, Edmond A. ; Bohacek, Stephan K.
Author_Institution
Ming-Hsieh Dept. of Electr. Eng., Univ. of Southern California, Los Angeles, CA, USA
fYear
2010
fDate
15-17 Dec. 2010
Firstpage
7099
Lastpage
7104
Abstract
Linear Dynamically Varying (LDV) systems are a subset of Linear Parameter Varying (LPV) systems characterized by parameters that are dynamically modeled. An LDV system is, in most cases of practical interest, a family of linearized approximations of a nonlinear dynamical system indexed by the point around which the system is linearized. LDV systems emerge quite naturally in a generic trajectory tracking problem in which the tracking error is modeled as an LDV system and the tracking controller is tuned so as to minimize an LQ performance. This paper focuses on tracking a natural trajectory of a nonlinear dynamical system running over a Riemannian manifold. The associated LDV tracking error system runs over the tangent bundle and LQ minimization secures asymptotic tracking of the nonlinear trajectory. The LDV tracking controller is provided by the solution to a partial differential Riccati equation (PDRE), itself related to a linear partial differential Hamiltonian operator. The index of the latter operator reveals some ergodic properties of the reference flow.
Keywords
Riccati equations; approximation theory; asymptotic stability; linear quadratic control; linear systems; minimisation; nonlinear dynamical systems; partial differential equations; position control; LDV control; LDV tracking controller; LQ minimization; asymptotic tracking; compact Riemannian manifold; generic trajectory tracking problem; linear dynamically varying system; linear parameter varying system; linear partial differential Hamiltonian operator; linearized approximation; nonlinear dynamical system; nonlinear trajectory; partial differential Riccati equation; tracking error; Asymptotic stability; Equations; Manifolds; Tensile stress; Trajectory; Vectors;
fLanguage
English
Publisher
ieee
Conference_Titel
Decision and Control (CDC), 2010 49th IEEE Conference on
Conference_Location
Atlanta, GA
ISSN
0743-1546
Print_ISBN
978-1-4244-7745-6
Type
conf
DOI
10.1109/CDC.2010.5717229
Filename
5717229
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