Algorithms of Estimation for Nonlinear Systems A Differential and Algebraic Viewpoint /

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 s...

Full description

Main Authors: Martínez-Guerra, Rafael. (Author, http://id.loc.gov/vocabulary/relators/aut), Cruz-Ancona, Christopher Diego. (http://id.loc.gov/vocabulary/relators/aut)
Corporate Author: SpringerLink (Online service)
Language:English
Published: Cham : Springer International Publishing : Imprint: Springer, 2017.
Edition:1st ed. 2017.
Series:Understanding Complex Systems,
Subjects:
Online Access:https://doi.org/10.1007/978-3-319-53040-6
LEADER 03793nam a22005775i 4500
001 978-3-319-53040-6
003 DE-He213
005 20210619053614.0
007 cr nn 008mamaa
008 170405s2017 gw | s |||| 0|eng d
020 |a 9783319530406  |9 978-3-319-53040-6 
024 7 |a 10.1007/978-3-319-53040-6  |2 doi 
050 4 |a QC174.7-175.36 
072 7 |a PBWR  |2 bicssc 
072 7 |a SCI012000  |2 bisacsh 
072 7 |a PBWR  |2 thema 
072 7 |a PHDT  |2 thema 
082 0 4 |a 621  |2 23 
100 1 |a Martínez-Guerra, Rafael.  |e author.  |4 aut  |4 http://id.loc.gov/vocabulary/relators/aut 
245 1 0 |a Algorithms of Estimation for Nonlinear Systems  |h [electronic resource] :  |b A Differential and Algebraic Viewpoint /  |c by Rafael Martínez-Guerra, Christopher Diego Cruz-Ancona. 
250 |a 1st ed. 2017. 
264 1 |a Cham :  |b Springer International Publishing :  |b Imprint: Springer,  |c 2017. 
300 |a XX, 197 p. 58 illus., 10 illus. in color.  |b online resource. 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
347 |a text file  |b PDF  |2 rda 
490 1 |a Understanding Complex Systems,  |x 1860-0832 
505 0 |a Preface -- Analysis of input-affine nonlinear processes -- Basic Definitions of Differential Algebras -- Algebraic Observability Condition for Nonlinear systems and External behaviour -- Generalized Observability Canonical Forms -- Observer Synthesis -- Tracking and Stabilization Problems -- Parametric and State Estimation -- Observer synthesis for a more general class of Nonlinear Systems -- A Separation Principle for Nonlinear Systems -- Some uncommon observers with interesting applications -- Appendix A Singularity Treatment -- Appendix B Some properties for Nonlinear Systems. 
520 |a 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. 
650 0 |a Statistical physics. 
650 0 |a Vibration. 
650 0 |a Dynamical systems. 
650 0 |a Dynamics. 
650 0 |a Ergodic theory. 
650 1 4 |a Applications of Nonlinear Dynamics and Chaos Theory.  |0 https://scigraph.springernature.com/ontologies/product-market-codes/P33020 
650 2 4 |a Vibration, Dynamical Systems, Control.  |0 https://scigraph.springernature.com/ontologies/product-market-codes/T15036 
650 2 4 |a Dynamical Systems and Ergodic Theory.  |0 https://scigraph.springernature.com/ontologies/product-market-codes/M1204X 
650 2 4 |a Statistical Physics and Dynamical Systems.  |0 https://scigraph.springernature.com/ontologies/product-market-codes/P19090 
700 1 |a Cruz-Ancona, Christopher Diego.  |e author.  |4 aut  |4 http://id.loc.gov/vocabulary/relators/aut 
710 2 |a SpringerLink (Online service) 
773 0 |t Springer Nature eBook 
776 0 8 |i Printed edition:  |z 9783319530390 
776 0 8 |i Printed edition:  |z 9783319530413 
776 0 8 |i Printed edition:  |z 9783319850467 
830 0 |a Understanding Complex Systems,  |x 1860-0832 
856 4 0 |u https://doi.org/10.1007/978-3-319-53040-6 
912 |a ZDB-2-PHA 
912 |a ZDB-2-SXP 
950 |a Physics and Astronomy (SpringerNature-11651) 
950 |a Physics and Astronomy (R0) (SpringerNature-43715)