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Assume that [
t
k
,t
k
+1
) is any switching interval, in which the i-th subsystem is
activated, then the time derivative of the
V
(
x
(
t
)) along the trajectory of system
(10) can be calculated as
V
(
x
(
t
)) =
x
T
(
A
i
P
i
+
P
i
A
i
+
K
i
B
i
P
i
+
P
i
B
i
K
i
)
≤−
2
λ
0
x
T
P
i
x
=
−
2
λ
0
V
(
x
(
t
))
.
(15)
From (15), it can be deduced that
e
−
2
λ
0
(
t−t
k
)
V
(
x
(
t
k
))
, t
V
(
x
(
t
))
≤
≥
t
k
.
(16)
Let 0 =
t
0
<t
1
<
<t
k
=
t
N
σ
(
t,
0)
denote the switching sequences in the
interval [0
,t
). Substituting (13) into (16) yields
···
e
−
2
λ
0
(
t−t
k
)
V
(
x
(
t
k
))
μ
e
−
2
λ
0
(
t−t
k−
1
)
V
(
x
(
t
k−
1
))
V
(
x
(
t
))
≤
≤
≤···
μ
N
σ
(
t,
0)
e
−
2
λ
0
t
V
(
x
(0)) = e
−
2
λ
0
t
+
N
σ
(
t,
0) ln
μ
V
(
x
(0))
.
≤
(17)
From (8) and definition of
τ
D
, it can be concluded that
t
τ
D
N
σ
(
t,
0)ln
μ
≤
(
N
0
+
)ln
μ
≤
2
α
+2(
λ
0
−
λ
)
t
(18)
where
α
=
N
0
ln
μ
2
. Substituting (18) into (17), it yields
V
(
x
(0))e
−
2
λt
+2
α
V
(
x
(
t
))
≤
(19)
From (14) and (19), we can obtain
≤
√
μ
e
α−λt
.
x
(
t
)
x
(0)
(20)
Therefore, the system (10) is exponentially stable with stability margin
λ
.
Next, we consider the system (1) with the uncertainties (2), and the actual
controller (3) with perturbations (4)(or (5)). The closed-loop system can be
described as
x
(
t
)=[
A
i
+
ΔA
i
+(
B
i
+
ΔB
i
)(
K
i
+
ΔK
i
)]
x
(
t
)
,
∀
i
∈
M.
(21)
Theorem 2.
Given a scalar
λ
0
>
0
, if there exist positive matrix
P
i
and matrix
K
i
,i
∈
M
, such that
[
A
i
+
ΔA
i
+(
B
i
+
ΔB
i
)(
K
i
+
ΔK
i
)]
T
P
i
+
P
i
[
A
i
+
ΔA
i
+
(
B
i
+
ΔB
i
)(
K
i
+
ΔK
i
)] + 2
λ
0
P
i
<
0
(22)
holds, then the closed-loop system (1) and (3) is globally exponentially stable
with stability margin
λ
∈
(0
,λ
0
)
for any switching signal with average dwell-time
τ
D
.
satisfying
τ
D
≥
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