Algorithms of Estimation for Nonlinear Systems

£99.50

Algorithms of Estimation for Nonlinear Systems

A Differential and Algebraic Viewpoint

Cybernetics and systems theory Optical physics Mathematical physics Engineering: Mechanics of solids

Authors: Rafael Martinez-Guerra, Christopher Diego Cruz-Ancona

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Collection: Understanding Complex Systems

Language: English

Published by: Springer

Published on: 4th April 2017

Format: LCP-protected ePub

Size: 2 Mb

ISBN: 9783319530406


This book acquaints readers with recent developments in dynamical systems theory and its applications, with a strong focus on the control and estimation of nonlinear systems.

Several algorithms are proposed and worked out for a set of model systems, in particular so-called input-affine or bilinear systems, which can serve to approximate a wide class of nonlinear control systems. These can either take the form of state space models or be represented by an input-output equation.

The approach taken here further highlights the role of modern mathematical and conceptual tools, including differential algebraic theory, observer design for nonlinear systems and generalized canonical forms.

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