Mathematical Introduction To Control Theory

Linearity. If E( z) is the z-transform of the sequence { e(0), e(1), } and F( z) is the z-transform of the sequence { f(0), f(1), }, then aE( z) + bF(z) is the z-transform of the sequence { ae(0) + bf (0), ae(1) + bf(1), }. The proof is a simple application of the definition of the z-transform.
Final Value. If the sequence e(k) has a limit as k ? ?, then:
The proof of this result is not trivial. Let us start with a sequence, a( k), that converges to zero. That is, for every ? there exists an N for which a( k) < ? for every k > N. Let us consider the z-transform of a( k). We find that:
We find that:
But ? can be made arbitrarily small and the limit must be non-negative, so we find that:
From this it is clear that:
if the sequence a( k) tends to zero.
Suppose that e( k) ? c. Then write e( k) as:
where a( k) ? 0 as k ? ? The z-transform of e( k) is then:
We find that:
just as it should.
Initial Value. It is easy to see...