Rafael Martínez-Guerra, Christopher Diego Cruz-Ancona, "Algorithms of Estimation for Nonlinear Systems: A Differential and Algebraic Viewpoint"
2017 | ISBN-10: 3319530399 | 197 pages | PDF | 4 MB
2017 | ISBN-10: 3319530399 | 197 pages | PDF | 4 MB
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.

