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页码 71
Chapter 2
Robustness Analysis
2-8
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Worst-Case Performance Degradation (wcbode)
Even if a system is robustly stable, the uncertain transfer functions still can 
have a great effect on performance. Consider the transfer function from the 
qth input, w
q
, to the pth output, z
p
. With 
δ
1
 = ... = ...
δ
k
 = 0, you have the 
nominal system, and this transfer function is the p,q entry of H
zw
. This is 
called the nominal transfer function.
When the
 δ values are not zero, the transfer function from w
q
 to z
p
 is the p,q 
entry of H
pert
 given by the formula:
This is referred to as the perturbed transfer function. The perturbed transfer 
function depends on the particular 
δ
1
, …, 
δ
k
.
If the magnitude bounds are small enough, then you expect the perturbed 
transfer function H
pert
 to be close to the nominal transfer function. Roughly 
speaking, small perturbations should not significantly alter the closed-loop 
transfer function from w
q
 to z
p
.
The worst-case gain is defined as the largest magnitude of the perturbed 
transfer function, considering all 
δ values that satisfy the magnitude bound. 
More precisely:
(2-3)
wcgain(
ω) is always larger than the nominal gain, |H
zw,pq
(j
ω)|. This is not 
because the uncertain transfer functions only can increase the magnitude of 
the transfer function from w
q
 to z
q
. In fact, it is possible that for a lucky 
choice of the 
δ values, the perturbed transfer function actually can be 
smaller than the nominal transfer function over all frequencies. But in the 
worst-case gain, you consider only the worst possible 
δ values, and these 
always increase the perturbed gain over the nominal gain.
Intuitively, if the stability margin is large, then the uncertain transfer 
functions should not greatly effect the gain from w
q
 to z
p
, so that wcgain(
ω) 
should be not much larger than the nominal gain 
|H
zw,pq
(j
ω)|. If the stability 
margin is small, however, wcgain(
ω) could be much larger than the nominal 
gain. An extreme case occurs if the stability margin is negative (in dB) at 
the frequency 
δ. Then you have wcgain(ω) = ∞, although 
wcbode( )
 clips 
the worst-case gain curve so that it never exceeds (the maximum nominal 
gain) * 100, or +20 dB. Of course, instability is an extreme form of 
performance degradation.
H
pert
H
zw
H
zr
Δ I H
qr
Δ
(
)
1
H
qw
+
=
wcgain
ω
( )
max H
pert,pq
Δ = diagonal δ
1
,...,
δ
k
(
) δ
i
l
i
ω
( )
,
{
}
=