Chapter 2
Basic Nonlinear Control Methods
Overview This chapter gives a survey of the basic nonlinear control methods.
First, the main classes of nonlinear systems are summarized, then some examples
are presented how to find the dynamic model of simple systems and an overview of
the stability methods is given. It is followed by an introduction to the concepts of
some often used nonlinear control methods like input/output linearization, flatness
control, backstepping and receding horizon control.
2.1 Nonlinear System Classes
At the interface of a nonlinear system Σ , we can observe input and output signals.
We can denote the input signal by u(·) and its value at time moment t by u(t). Simi-
larly, y(·) is the output signal and y(t) is its value at time moment t . We can assume
that the signals are elements of functions spaces which are usually linear spaces hav-
ing an appropriate norm and some topological properties (convergence of Cauchy
sequences of functions, existence of scalar product etc.). The chosen function space
(Banach space, Hilbert space etc.) may depend on the control problem to be solved.
The state x of the nonlinear dynamic system is an abstract information which
represents the entire past signals of the system observed at the interface, that is,
x(τ) = x represents in abstract form all the signals u(σ ), y(σ ), ∀σ ≤ τ . The system
can be characterized by the state transition function x(t) = φ(t,τ,x,u(·)) and the
output mapping y(t) = g(t,x(t),u(t)) where t is the actual time, τ and x are the
initial time and initial state respectively, and for causal systems u(·) denotes the
input signal between τ and t .
Specifically, for linear systems the transients can be written as x(t) = Φ(t,τ)x +
Θ(t,τ)u(·) and y(t) = C(t)x(t) + D(t)u(t). The state transition for linear systems
can be thought as the superposition of the initial state transient and the result of the
input excitation.
B. Lantos, L. Márton, Nonlinear Control of Vehicles and Robots,
Advances in Industrial Control,
DOI 10.1007/978-1-84996-122-6_2, © Springer-Verlag London Limited 2011
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