Spelling suggestions: "subject:"jacobian linearization"" "subject:"jacobiana linearization""
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Geometric Jacobian LinearizationTyner, David 21 December 2007 (has links)
For control systems that evolve on Euclidean spaces, Jacobian linearization
is a common technique in many control applications, analysis, and controller
design methodologies. However, the standard linearization method
along a non-trivial reference trajectory does not directly
apply in a geometric theory where the state space is a differentiable
manifold. Indeed, the standard constructions involving the Jacobian are
dependent on a choice of coordinates.
The procedure of linearizing a control affine system along a
non-trivial reference trajectory is studied from a
differential geometric perspective. A coordinate-invariant setting for
linearization is presented. With the linearization in hand, the
controllability of the geometric linearization is characterized
using an alternative version of the usual controllability
test for time-varying linear systems. The various
types of stability are defined using a metric on the fibers along the
reference trajectory and Lyapunov's second method is recast for linear
vector fields on tangent bundles. With the necessary background stated
in a geometric framework, Kalman's theory of quadratic optimal control
is understood from the perspective of the
Maximum Principle. Finally, following Kalman, the resulting
feedback from solving the infinite time optimal control problem is
shown to uniformly asymptotically stabilize the linearization
using Lyapunov's second method. / Thesis (Ph.D, Mathematics & Statistics) -- Queen's University, 2007-12-19 16:59:47.76
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Feedback Stabilization of Inverted Pendulum ModelsCox, Bruce 01 January 2005 (has links)
Many mechanical systems exhibit nonlinear movement and are subject to perturbations from a desired equilibrium state. These perturbations can greatly reduce the efficiency of the systems. It is therefore desirous to analyze the asymptotic stabilizability of an equilibrium solution of nonlinear systems; an excellent method of performing these analyses is through study of Jacobian linearization's and their properties. Two enlightening examples of nonlinear mechanical systems are the Simple Inverted Pendulum and the Inverted Pendulum on a Cart (PoC). These examples provide insight into both the feasibility and usability of Jacobian linearizations of nonlinear systems, as well as demonstrate the concepts of local stability, observability, controllability and detectability of linearized systems under varying parameters. Some examples of constant disturbances and effects are considered. The ultimate goal is to examine stabilizability, through both static and dynamic feedback controllers, of mechanical systems
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