Automatica 46 (2010) 610–614
Contents lists available at ScienceDirect
Automatica
journal homepage: www.elsevier.com/locate/automatica
Technical communique
A delay-partitioning approach to the stability analysis of discrete-time systems
✩
Xiangyu Meng
a,b,∗
, James Lam
b
, Baozhu Du
b
, Huijun Gao
a
a
Department of Control Science and Engineering, Harbin Institute of Technology, Harbin 150001, China
b
Department of Mechanical Engineering, University of Hong Kong, Hong Kong
article info
Article history:
Received in revised form
23 August 2009
Accepted 18 November 2009
Available online 16 December 2009
Keywords:
Asymptotic stability
Discrete-time systems
Delay systems
abstract
This paper revisits the problem of stability analysis for linear discrete-time systems with time-varying
delay in the state. By utilizing the delay partitioning idea, new stability criteria are proposed in terms of
linear matrix inequalities (LMIs). These conditions are developed based on a novel Lyapunov functional.
In addition to delay dependence, the obtained conditions are also dependent on the partitioning size. We
have also established that the conservatism of the conditions is a non-increasing function of the number
of partitions. Numerical examples are given to illustrate the effectiveness and advantage of the proposed
methods.
© 2009 Elsevier Ltd. All rights reserved.
1. Introduction
As an important and fundamental problem, stability analysis
has been at the forefront of the research on time-delay systems
in recent years. Compared with continuous-time systems with
time delays (Papachristodoulou, 2004; Peet, Papachristodoulou, &
Lall, 2009), discrete-time systems with state delay have a strong
background in engineering applications, among which network-
based control has been well recognized to be a typical example.
However, little effort has been made towards investigating the
stability of discrete time-delay systems (Chen, Guan, & Lu, 2003).
So far, a few approaches have been proposed to solve discrete-
time systems with time delay. For a constant delay, a delay system
can be converted to a delay-free one by using the so-called lifting
or state-augmentation approach (Xu, Lam, & Zhang, 2002), while
systems with time-varying delays have been transformed into
switched systems in Hetel, Daafouz, and Iung (2008) and Xia,
Liu, Shi, Rees, and Thomas (2007), so that classic results can be
applied to analyze the problems of stability. Solving the problem of
stability without performing model transformation to the original
system is another research direction. In Lee and Kwon (2002),
a delay-dependent stability condition is presented for discrete-
time systems with unknown constant delay. Improved delay-
dependent conditions are provided in Xu, Lam, and Zou (2005),
✩
This paper was not presented at any IFAC meeting. This paper was
recommended for publication in revised form by Associate Editor Emilia Fridman
under the direction of Editor André L. Tits.
∗
Corresponding address: University of Alberta, 9107 - 116 Street 2nd Floor ECERF
Bldg., T6G 2V4 Edmonton, Canada. Tel.: +1 780 4924875; fax: +1 780 4921811.
E-mail addresses: xmeng2@ece.ualberta.ca (X. Meng), james.lam@hku.hk
(J. Lam).
which has been established that the proposed conditions are
less conservative. For time-varying delay, a stability condition is
proposed in Gao, Lam, Wang, and Wang (2004) by using Moon’s
inequality (Moon, Park, Kwon, & Lee, 2001), which is dependent on
the minimum and maximum delay bounds. However, some useful
terms are ignored in Gao et al. (2004); the method in Gao and Chen
(2007) improved the result in Gao et al. (2004) by defining new
Lyapunov functions and by using bounding inequalities for cross
products between two vectors. When revisiting this problem, we
find that the results reported in the literature still leave much room
for improvement. The choices of specific Lyapunov functionals
and bounding techniques are the origin of conservatism. In
Gouaisbaut and Peaucelle (2006), artificial fractioning of the delay
is introduced to give a sequence of LMI conditions for continuous-
time systems. The same idea is also introduced to study the
stability of continuous systems with multiple time-varying delay
components (Du, Lam, Shu, & Wang, 2009). Another related
approach can be found in Gu, Kharitonov, and Chen (2003), in
which the discretized functional is used. This motivated us to carry
out the present study.
In this paper, for the first time, we utilize the delay partitioning
idea to solve the problem of stability analysis for linear discrete
systems with time-varying delay in the state. The aim of this paper
is to provide tractable conditions for stability analysis, which have
significantly reduced conservatism. This reduced conservatism
benefits from the fact that the free-weighting matrix approach
(Wu, He, She, & Liu, 2004) is employed and the delay partitioning
idea is adopted. In addition to delay dependence, the obtained
conditions are also dependent on the partitioning part. The
approach developed has much lower computational complexity
than those using full state augmentation, and our method is
0005-1098/$ – see front matter © 2009 Elsevier Ltd. All rights reserved.
doi:10.1016/j.automatica.2009.12.004