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National Instruments Xmath Interactive Control Design Module ICDM User Manual

Page 89

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Chapter 11

Introduction to MIMO Design

© National Instruments Corporation

11-3

Xmath Interactive Control Design Module

The standard feedback system has two vector input signals, r and d

act

, and

three vector output signals, e, u, and y. It can therefore be described by the
3

× 2 block matrix that relates the three output vector signals to the two

input vector signals:

The entries of this block matrix, that is, the transfer functions from r and
d

act

to e, u, and y, have standard names and interpretations (which agree

with the standard SISO notation):

The sensitivity transfer function is denoted S and given by
S = (I + PC)

–1

. The sensitivity transfer function is the transfer function

from reference input r to the error signal e.

The closed-loop transfer function T is given by T = PC(I + PC)

–1

. T is

the transfer function from r to y. T can be expressed in several other
ways, for example:

The actuator effort transfer function C(I + PC)

–1

is the transfer

function from r to u, and so is related to the actuator effort required.
For example, its step response matrix shows the closed-loop step
responses from each reference input signal to each actuator signal.

The transfer function from d

act

to e, P(I + CP)

–1

, is denoted S

act

and

called the actuator-referred sensitivity transfer function. The
actuator-referred sensitivity transfer function determines the errors
generated by actuator-referred disturbances. It also can be expressed as
(I + PC)

–1

P. Notice that it is “complementary” to the transfer function

described just above, that is, C(I + PC)

–1

, in the sense that the two

transfer functions can be obtained from each other by swapping P
and C.

The transfer function from d

act

to u, CP(I + CP)

–1

, is called the

actuator-referred actuator effort transfer function. Notice that it is
related to the closed-loop transfer function by swapping P and C. It can
also be expressed as C(I + PC)

–1

P.

The transfer function from d

act

to y, (–P)(I +CP)

–1

, is denoted T

act

and

called the actuator-referred closed-loop transfer function.

e

u

y

I PC

+

(

)

1

P I CP

+

(

)

1

C I PC

+

(

)

1

CP I CP

+

(

)

1

PC I PC

+

(

)

1

P

I CP

+

(

)

1

=

r

d

act

T

PC I CP

+

(

)

1

I PC

+

(

)

1

PC

I S

=

=

=