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Algorithms of Estimation for Nonlinear Systems : A Differential and Algebraic Viewpoint - Rafael Martinez-Guerra

Algorithms of Estimation for Nonlinear Systems

A Differential and Algebraic Viewpoint

Paperback Published: 2nd May 2019
ISBN: 9783319850467
Number Of Pages: 197

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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.

Industry Reviews

"Many examples are provided throughout the book to illustrate the methods described in each section. ... the book provides an interesting overview of the potentialities of the differential algebraic approach and the relationships with analogous results from the differential geometric approach." (Filippo Cacace, Mathematical Reviews, November, 2017)

ISBN: 9783319850467
ISBN-10: 3319850466
Series: Understanding Complex Systems
Audience: General
Format: Paperback
Language: English
Number Of Pages: 197
Published: 2nd May 2019
Publisher: Springer International Publishing AG
Country of Publication: CH
Dimensions (cm): 23.39 x 15.6  x 1.17
Weight (kg): 0.31

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