Robust Stability and Constrained
Stabilization of Discrete-Time Delay
Systems
Bahram Shafai, Hanai Sadaka and Rasoul Ghadami
Department of Electrical and Computer Engineering, Northeastern
University, Boston, MA 02115 USA.
shafai@ece.neu.edu hsadaka@ece.neu.edu rghadami@ece.neu.edu
Abstract: This paper revisits the problem of robust stability and stabilization of uncertain
time-delay systems. We focus on the class of non-negative discrete-time delay systems and
show that it is asymptotically stable if and only if an associated non-negative system without
delay is asymptotically stable
⋆
. This fact allows one to establish strong result on robust stability
and stability radius for this class of systems. An alternative representation of delay systems is
also constructed whereby its system matrix is in block companion from. Under the assumption
of non-negativity for delay systems, this alternative form represents a conventional non-negative
system and similar strong robust stability results are derived. Finally, we consider the problem
of constrained stabilization and provide a new LMI feasibility solution for it. This makes it
possible to stabilize a general discrete-time delay system such that the closed-loop system admits
non-negative structure with desirable properties.
1. INTRODUCTION
The problem of stability and the control design for delay
systems attracted many researchers for the past several
decades and excellent books have been published in this
area (Gu et al. [2003], Niculescu [2001] and Magdi [2000]).
Literature reports various methods for stability and sta-
bilization of delay systems which are either extending
the classical transfer function approach (Olgac and Sipahi
[2002]) or newly methods based on LMI (Magdi [2000]).
Among the special types of systems, the class of Metz-
lerian and nonnegative systems play important role for
continuous-time and discrete-time systems (Berman et al.
[1989], Kaczorek [2002], Farina and Rinaldi [2000], Haddad
and Chellaboina [2004]). The robust stability and con-
strained non-negative stabilization of regular systems were
introduced by Shafai et al. in several papers ( [1991a,b],
[1997], see also the references therein) and the results were
also published in (Bhattacharyya et al. [1995]). The aim of
this paper is to present techniques for robust stability anal-
ysis and control of positive time delay systems. Motivated
by the problem of observer design for time delay systems
(Rami et al. [2007]) and simple stability result of positive
delay systems (Buslowicz [2008]) we provide additional
insights into the robust analysis and stabilization with
positivity constraints. In a recent paper we established
strong result for the class of continuous-time Metzlerian
delay systems (Shafai and Sadaka [2012]) based on the
fact that asymptotic stability with delay is equivalent to
the stability of an associated Metzlerian system without
delay. Consequently, important results have been derived
⋆
In this paper, it is important to distinguish two terminologies. The
discrete-time delay systems in the absent of delay states is referred
to as delay-free systems and when the delay arguments are absent,
we use the notion “discrete-time systems without delay”.
for stability, robust stability direct computation of stabil-
ity radius, and constrained stabilization which resemble to
the case of conventional positive systems without delay.
In this paper, we develop a parallel strategy for establish-
ing similar results for the non-negative discrete-time delay
systems. In particular, we show that the non-negative
discrete-time delay systems is asymptotically stable if and
only if an associated non-negative discrete-time system
without delay is asymptotically stable. This fact allows one
to obtain strong results on robust stability and stability
radius for this class of systems. Based on an alternative
representation of delay systems, similar results are also
derived. Finally, the problem of constrained stabilization
is considered. We provide a new LMI feasibility solution for
it which makes it possible to stabilize a general discrete-
time delay system such that the closed-loop system admits
non-negative structure with desirable properties.
2. PRELIMINARY RESULTS
Consider the linear discrete-time systems with delays
described by
x(k + 1) = A
0
x(k)+
l
i=1
A
i
x(k − i)+ Bu(t) (1)
y(k)= Cx(k)+ Du(k) (2)
with the initial conditions x(−k) ∈R
n
; k =1, 2,...,l,
where l is a positive integer, x(k) ∈ R
n
, u(k) ∈
R
m
, y(k) ∈R
p
are the state, input and output vec-
tors; respectively, and A
i
∈R
n×n
,i =0, 1,...,l; B ∈
R
n×m
; C ∈R
p×n
,D ∈R
p×m
are system matrices.
The system (1) is asymptotically stable if and only if all
roots of the characteristic equation
Proceedings of the 10-th IFAC Workshop on Time Delay Systems
The International Federation of Automatic Control
Northeastern University, Boston, USA. June 22-24, 2012
978-3-902823-04-5/12/$20.00 © 2012 IFAC 31 10.3182/20120622-3-US-4021.00058