SENSITIVITY MINIMIZATION OF MIMO SYSTEMS WITH A ST ... 14th World Congress ofIFAC
Copyright © 1999 IF AC
C-2a-Ol-2
14th Triennial World Com!ress. Beiiinl!. P.R. China
IVllnlmlzatlon of MIMO Systems with
A Stable Controller
Abdul- Wahid A. Saif
King Fahd University of Petroleum & Minerals
Systems Engineering Department
P.O.Box 1626
Da-Wei Gu
University of Leicester
Department of Engineering
Leicester LE 7RH
U.K. Dhahran 31261
Saudi Arabia
E-mail: awsaif@dpc.kfupm.edu.sa
Abstract
In this paper, the sensitivity minimization prob-
lem of multivariable linear time-invariant, bi-
proper or strictly proper, systems using a stable
controller is considered. The problem is reduced
to a I-block or 2-block 1too - optimization problem
in the case of square or nons quare systems, respec-
tively. The solution of this optimization problem,
if satisfying an upper bound constraint which de-
pends on an initial choice of a unimodular transfer
function in 'iJni oo , would be the Youla pararne-
ter and hence a stable stabilizing controller to the
original system. A search procedure for an ini-
tial choice of an unimodular function is discussed.
Copyright© 1999 [FAC
Keywords:Strong Stabilization, Sensitivity mini-
mization, l-Block/2-Block problems.
1 Introduction
The strong stabilization problem eStSP) is defined
as that of finding a st.able controller t.hat stabi-
lizes a given plant. A study of strong stabiliz.-
ability is mainly of practical interest for control
engineers. If a plant is stabilized using a stable
compensator then the resulting closed-loop sta-
ble transfer function matrix from the input dis-
turbance to the output, or equivalently, the con-
trol signal to the output, would have the same
number of right half plane zeros as the original
plant, (Vidyasagar, 1985). On the other hand, sta-
bilization using an unstable compensator always
introduces additional right half plane zeros into
this closed-loop transfer function matrix beyond
those of the original plant. As it is known that
the right half plane zeros of a system affect its
ability to track reference signals and/or to reject
disturbances, it is preferable to use a stable sta-
bilizing compensator whenever possible. In addi-
tion, several other problems in reliable stabiliza-
Copyright 1999 IF AC
E-mail: dwg@sun.engg.le.ac.uk
tion are related to strong stabilizability, such as
the simultaneous stabilization problem.
The 8tSP of linear time-invariant systems was first
addressed and solved for SI80 systems in (Youla,
et al.,1974), who presented a tractable condition,
known as the parity interlacing property (PIP), to
check whether a given plant is strongly stabilizable
or not. While the PIP is an elegant result, it does
not indicate how to find such a controller if it ex-
ists. Some attempts to provide such a stable con-
troller were given in (Youla , et al., 1974; Ganesh
and Person, 1989; Dorato, et al., 1989; Ita, et aL,
1993) for S180 systems using the Nevanlinna-Pick
interpolation technique. References (Jacobus, et
al., 1990; Halevi, et al., 1991; William and Bern-
stein, 1993; Halevi, 1994) suggested some modifi-
cations in the Riccati equations that would result
in a stable controller. While the modifications are
different, all these methods result in nonstandard
Riccati equation(s) with solutions that are difficult
to obtain and, furthermore, not even guaranteed
to exist. A greater restriction on the zeros of the
sought stable controller was considered in (Wei,
1990). In (Sideris and Safonov, 1985), the prob-
lem was addressed for MIMO systems where a fi-
nite dimensional optimization problem was formu-
lated to satisfy the Pick interpolation condition.
In (Saif, et al., 1997), the St8P was formulated
as an 'Hoo optimization problem, while the matrix
Nevanlinna-Pick interpolation technique was used
to solve the StSP in (Saif, et al., 1998a).
In practice, stability alone is never sufficient and
a procedure just for finding a stable stabilizing
controller is not of much use by itself. In this di-
rection, the sensitivity minimization problem us-
ing stable controller was addressed in (Ito, et al.,
1993) for SI80 systems using the Nevanlinna-Pick
interpolation technique and in (Nakayama, 1995,
Saif,A., 1998b,c) by tuning the free parameter of
the H.oc> control problem to get a stable controller.
ISBN: 008 0432484
1025