LMI-Based Digital Redesign of Linear Time-Invariant
Systems with State-Derivative Feedback
Rodrigo Cardim, Marcelo C. M. Teixeira
*
, Member IEEE, Fl´ avio A. Faria and Edvaldo Assunc ¸˜ ao
Abstract - A simple method for designing a digital state-
derivative feedback gain and a feedforward gain such that
the control law is equivalent to a known and adequate state
feedback and feedforward control law of a digital redesigned
system is presented. It is assumed that the plant is a linear
controllable, time-invariant, Single-Input (SI) or Multiple-Input
(MI) system. This procedure allows the use of well-known
continuous-time state feedback design methods to directly
design discrete-time state-derivative feedback control systems.
The state-derivative feedback can be useful, for instance,
in the vibration control of mechanical systems, where the
main sensors are accelerometers. One example considering the
digital redesign with state-derivative feedback of a helicopter
illustrates the proposed method.
Index Terms - Digital redesign, state-derivative feedback,
control of mechanical systems, linear matrix inequalities.
I. I NTRODUCTION
In the last years, the proportional and state-derivative
feedback have been very useful [1], for instance, to design
controllers for the following problems: derivative feedback
for multivariable linear systems using Linear Matrix Inequa-
lities (LMIs) [2], robust state-derivative pole placement LMI-
based designs for linear systems [3], [4], robust stabilization
of descriptor linear systems [5], [6], feedback control of
singular systems [7], nonlinear control with exact feedback
linearization [8], and H
∞
-control of continuous-time sys-
tems with state-delay [9].
There exist some practical problems where the state-
derivative signals are easier to obtain than the state signals.
For instance, for controlled vibration supression of mechani-
cal systems, where the main sensors are accelerometers and
it is possible to get the velocities with a good precision but
not the displacements [10], [11]. Defining the velocities and
displacements as the state variables, then one has available
for feedback the state-derivative signals.
In [11] a method to design a state-derivative feedback
gain and a feedforward gain, such that the control law
is equivalent to a known and suitable state feedback and
feedforward control law was proposed. This method extends
the results described in [10] to a more general class of
control systems, such as the noninteracting control problem
and also presents a theoretical analysis simpler and easier
to understand. It was assumed that the plant is a linear
controllable, time-invariant, single-input (SI) or multiple-
input (MI) system. This procedure allows the designers to
R. Cardim, M. C. M. Teixeira, F. A. Faria and E. Assunc ¸˜ ao are with
the Department of Electrical Engineering, Faculdade de Engenharia de Ilha
Solteira, UNESP-S˜ ao Paulo State University, Ilha Solteira, S˜ ao Paulo, Brazil.
* Corresponding author: marcelo@dee.feis.unesp.br.
use the well-known state feedback design methods to directly
design state-derivative feedback control systems.
The designs presented in [1]-[11] considered continuous-
time state-derivative feedback. The authors did not find
papers with results about the redesign of discrete-time state-
derivative feedback.
In this paper a new method to design a state-derivative
feedback gain for digital control systems is proposed. This
method is based on the digital redesign theory proposed in
[12], and state-derivative feedback theory for continuous-
time systems proposed in [11], described above. The so-
called digital redesign problem ([12], [13]) is to design
a suitable analogue controller first and then convert the
obtained analogue controller to the equivalent digital con-
troller maintaining the properties of the original analogously
controlled system, by which the benefits of both continuous-
time controllers and the advanced digital technology can be
obtained [12]. In [12] a simple design methodology for the
digital redesign of static state feedback controllers by using
Linear Matrix Inequalities (LMI) was presented. The method
provides close matching of the states between the original
continuous-time system and those of the digitally redesigned
system with a guaranteed stability. It is very useful for the
solution of the proposed method in this paper. An example
considering the pole-placement for the control problem of a
helicopter illustrates the proposed design procedure.
II. DIGITAL REDESIGN WITH STATE FEEDBACK
This section describes the main results presented in [12].
These results will be used in the proof of the new method
proposed in this paper.
Consider a controllable linear time-invariant plant descri-
bed by
˙ x
c
(t)= Ax
c
(t)+ Bu
c
(t), x
c
(0) = x
0
,
y
c
(t)= Cx
c
(t),
(1)
where x
c
(t) ∈ R
n
is the state vector, u
c
(t) ∈ R
m
is
the control vector, y
c
(t) ∈ R
p
is the output vector, and
A ∈ R
n×n
, B ∈ R
n×m
and C ∈ R
p×n
are time-invariant
matrices. The control vector u
c
(t) is given by
u
c
(t)= -K
c
x
c
(t)+ E
c
r, (2)
where K
c
∈ R
m×n
is the state feedback gain, E
c
∈ R
m×p
is
the feedforward gain, and r ∈ R
m
is the constant reference
vector. Note that the gain K
c
can be specified using well-
known methods available in the literature, for instance, such
that the poles of the closed-loop of (1) and (2) are placed in
the wanted positions [14], [15], [16].
18th IEEE International Conference on Control Applications
Part of 2009 IEEE Multi-conference on Systems and Control
Saint Petersburg, Russia, July 8-10, 2009
978-1-4244-4602-5/09/$25.00 ©2009 IEEE 745