Suppose we have

We can have a linear approximation around the equilibrium point. Redefine

so

if
,
must also
be small.
More is know about system such as

Assume
(or
for sufficiently
large
). Does there exist a transformation s.t.

Problem: find an integer
, and a feedback of the
form
(
is an external command
variable), such that when
is substituted we have

reduces to

Suppose



If

then

So

For
let

substitution gives

is equivalent to a first order system and we
can do a simple solution and establish feedback.
Example
.


Let

so


then

This is called input-output linearization.
More generally: we have the Lie Derivative along
, i.e.
a vector field
, where








What if we have merely a linear system?

i.e.,

Then

The transfer function is given by

where
's are the coefficients of the characteristic polynomial.

for
, so
,
,
corresponds to
.
Example
.
Feedback linearization, suppose

if

is invertible. A nonlinear transformation of a nonlinear sytem that
is linear.




Substitute

Use control to cancel the nonlinearities and get a linear system. So

Let
third row of the matrix above
any linear combination
such that
we get asymptotic stability
.