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Consequences of step 5 and justification of step 6 – National Instruments NI MATRIXx Xmath User Manual

Page 64

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Chapter 3

Multiplicative Error Reduction

Xmath Model Reduction Module

3-18

ni.com

Note

The expression

is the strictly proper part of

. The matrix

is all pass; this property is not always secured in the multivariable case

when

ophank( )

is used to find a Hankel norm approximation of F(s).

5.

The algorithm constructs

and

, which satisfy,

and,

through the state variable formulas

and:

Continue the reduction procedure, starting with

,

, and

repeating the process till G

r

of the desired degree

nsr

is obtained.

For example, in the second iteration,

is given by:

(3-4)

Consequences of Step 5 and Justification of Step 6

A number of properties are true:

is of order ns r, with:

(3-5)

Fˆ

p

s

( )

Fˆ s

( )

v

ns

1

F s

( ) Fˆ s

( )

[

]

Gˆ

W

ˆ

Gˆ s

( )

G s

( ) Ws

( ) F s

( ) Fˆ s

( )

[

]

=

W

ˆ s

( )

I v

ns

T

(

) I v

ns

T

(

)

1

=

W s

( )

F s

( ) Fˆ s

( )

[

]G

s

( )

+

{

}

Gˆ s

( )

D I v

ns

T

(

)

(

) DCˆ

F

B

W

U

Σ

1

+

[

] sI Aˆ

F

(

)

1

Bˆ

F

=

(

)

W

ˆ s

( )

I v

ns

T

(

)D

I v

ns

T

(

) I v

ns

T

(

)

1

+

=

Cˆ

F

sI Aˆ

F

(

)

1

Bˆ

F

D

V

1

C

+

[

]

Gˆ W

ˆ

Fˆ

Gˆ s

( )

^

Gˆ s

( ) Gˆ s

( ) Wˆ′

s

( ) Fˆ

p

s

( ) Fˆ s

( )

[

]

+

=

^

^

Gˆ s

( )

G

1

G Gˆ

(

)

v

ns

=