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Chapter 4
Frequency-Weighted Error Reduction
4-12
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This rather crude approach to the handling of the unstable part of a 
controller is avoided in 
fracred( )
, which provides an alternative to 
wtbalance( )
 for controller reduction, at least for an important family 
of controllers.
Algorithm
The major steps of the algorithm are as follows:
1.
Check dimension, syntax, stability of 
SysV
, closed-loop stability, and 
decomposition of C(s) into the sum of a stable part (poles in Re[s] < 0) 
and unstable part (poles in Re[s]
≥ 0); 
stable( )
 is used for this 
purpose.
2.
Compute input (right) weight and/or output (left) weight as appropriate 
for the specified type.
Table 4-2.  Error Measure Interpretation for wtbalance
Type
Error Measure Interpretations
"input stab"
A stability robustness argument, based on breaking the loop at the controller 
output, indicates that if C is stabilizing for P and the error measure is less 
than 1, then Cr is stabilizing for P. The smaller the error measure is, the 
greater the stability robustness.
"output stab"
A similar stability robustness argument, but based on breaking the loop 
at the controller input, indicates that if C is stabilizing for P and the error 
measure is less that 1, then C
r
 is stabilizing for P. The smaller the error 
measure is, the greater the stability robustness. 
"match"
If T = PC(PC)
–1
 and T
r
 = PC
r
(PC
r
)
–1
 are the two closed-loop transfer 
function matrices, then – T
r
 to first order in – C
r
 is given by 
(PC)
–1
P[C
r
– C][PC]
–1
, so that the error measure looks at matching 
of the closed-loop transfer function matrix.
"match spec"
It may be important to match closed-loop transfer function matrices more 
at certain frequencies than others; frequency weighting is achieved by 
introducing V(s). Frequencies corresponding to larger values of |V(j
ω)| or 
V(j
ω)V*(jω) will be the frequencies at which T(jω) and T
r
(j
ω) should have 
smaller error.
"input spec"
This is the one error measure that is not associated with a plant, or 
closed-loop of some kind. It simply allows the user to emphasize certain 
frequencies in the reduction procedures.