Robust Stability Analysis of Nonlinear
Switched Systems with Filippov Solutions
Mohamadreza Ahmadi
∗
Hamed Mojallali
∗
Rafael Wisniewski
∗∗
Roozbeh Izadi-Zamanabadi
∗∗
∗
Department of Electrical Engineering, Faculty of Engineering,
University of Guilan, Rasht, Iran, P.O. Box: 41635-3756, Postal Code:
41996-13769, Tel: +98 131 6690270, Fax: +98 131 6690271, (email:
mrezaahmadi@aol.com; mojallali@guilan.ac.ir).
∗∗
Department of Electronic Systems, Automation and Control, Aalborg
University, Fredrik Bajers Vej 7 C, 9220, Aalborg East, Denmark, Tel:
+45 9940 8762, Fax: +45 9815 1739, (email: raf@es.aau.dk;
riz@es.aau.dk).
Abstract: This paper addresses the stability problem of a class of nonlinear switched systems
with partitioned state-space and state-dependent switching. In lieu of the Carath´ eodory
solutions, the general Filippov solutions are considered. This encapsulates solutions with infinite
switching in finite time. Based on the theory of differential inclusions, a Lyapunov stability
theorem is brought forward. These results are also extended to switched systems subject to
polytopic uncertainty. Furthermore, the proposed stability theorems are reformulated using
the sum of squares decomposition method which provides sufficient means to construct the
corresponding Lyapunov functions via available semi-definite programming techniques.
1. INTRODUCTION
A large group of engineering applications give rise to
systems which encompass both discrete and continuous
dynamics. Mathematically, these systems are character-
ized by a collection of indexed differential or difference
equations describing each subsystem and a switching rule
between them. This rich family of systems is referred to
switched or more generally hybrid systems. Examples of
such systems in real world have been studied in open
literature e.g. Wisniewski and Larsen [2008] and Larsen
et al. [2007].
However despite numerous applications, their stability
analysis has not been covered completely (Lin and An-
taklis [2009]). Several interesting phenomena arise when
dealing with such systems; namely, even if all the sub-
systems are exponentially stable, one cannot guarantee
the stability of the overall system (Branicky [1998]). Con-
versely, an appropriate switching law may contribute to
stability even when all subsystems are unstable (Liberzon
[2003]). Still, depending on the considered type of solutions
(Carath´ eodory, Filippov, and etc.), discrepant stability
phenomenon may follow. As an illustration, a switched
system with stable Carath´ eodory solutions, may possess
divergent Filippov solutions (see Leth and Wisniewski
[2012]).
This research is mainly motivated by two contribu-
tions (Pranja and Papachristodoulou [2003]) and (Leth
and Wisniewski [2012]). Leth and Wisniewski [2012] ex-
ploited the theory of differential inclusions (DI) and sug-
gested Lyapunov-like stability theorem for piece-wise lin-
ear switched systems defined on polyhedral sets with
Fillipov solutions. Pranja and Papachristodoulou [2003]
proposed sum of squares based stability analysis tools
for a class of hybrid systems; however, a unified stabil-
ity theorem has not been suggested or fully established.
Additionally, the solutions considered in the latter article
are in the sense of Carath´ eodory which connotate the
exclusion of solutions with infinite switching in finite time
from the analysis. In the present paper, firstly, we extend
the results reported in (Leth and Wisniewski [2012]) to the
general nonlinear switched systems defined on regular sets
by incorporating the theoretical notions of differential in-
clusions. Secondly, the robust stability problem of switched
systems with polytopic uncertainty and Filippov solutions
is addressed. Lastly, we propose sufficient conditions based
on sum of squares (SOS) decomposition for the suggested
stability theorems. This ensures computationally efficient
means to investigate the stability of switched systems.
This paper is organized as follows. In the next section,
the notations and some mathematical concepts adopted
in this study are limned. The main results of this paper
are brought forward in section 3. Section 4 demonstrates
the accuracy of the proposed methodology via an example.
Finally, section 5 concludes the paper.
2. MATHEMATICAL PRELIMINARIES
The notations employed in this paper are relatively
straightforward. R
≥0
denotes the set [0, ∞). ‖·‖ denotes
the Euclidean vector norm on R
n
, 〈·〉 the inner product,
and B
n
ǫ
the closed ball of radius ǫ in R
n
centered at
origin. P accounts for the set of polynomial functions
p : R
n
→ R and P
sos
⊂P is the subset of polynomials
with an SOS decomposition; i.e, p ∈P
sos
if and only
if there are p
i
∈P ,i ∈{1,...,k} such that p = p
2
i
+
··· + p
2
k
. In this study, we consider a class of n-dimensional
Preprints of the 7th IFAC Symposium on Robust Control Design
The International Federation of Automatic Control
Aalborg, Denmark, June 20-22, 2012
© IFAC, 2012. All rights reserved.
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