29-08-2014, 11:39 AM
THE INVERSE Z-TRANSFORM
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2. Comments
This lecture presents several techniques for obtaining a sequence from
its z-transform. The primary focus is on informal methods. The
first of these, referred to as the inspection method corresponds to
utilizing the fact that simple z-transforms and the sequences that
generate them are recognizable by inspection. An extension of this
method consists of expanding a more complicated z-transform in a partial
fraction expansion and then recognizing the sequences that correspond
to the individual terms.
A somewhat different method for obtaining the inverse z-transform
consists of expanding the z-transform as a power series, utilizing either
positive or negative values of z, as dictated by the region of
convergence and recognizing the coefficients in the series expansion as
corresponding to the sequence values. One of the drawbacks to this
method is that except in simple cases it does not lead to a closed form
expression for the sequence. The major advantage with it is that it is
more easily applied to z-transform expressions that are non-rational
functions of z than are other methods.
The final method presented in this lecture is the use of the formal
inverse z-transform relationship consisting of a contour integral in the
z-plane. This contour integral expression is derived in the text and
is useful, in part, for developing z-transform properties and theorems.
The mechanics of evaluating the inverse z-transform rely on the use of residue calculus. An important point stressed in the lecture is the
fact that the inverse z-transform integral is valid for both positive
and negative values of n. However, for n negative there are multiple
order poles introduced at the origin, the evaluation of the residues for
which is cumbersome. In the lecture a procedure for avoiding this
through a substitution of variables is introduced.
3. Reading
Text: Sections 4.3 (page 165) and 4.5.
4. Problems
Problem 6.1
Listed below are several z-transforms. Determine by "inspection" the
sequences to which they correspond.
(i) X(z) = 1; IzI <
(ii) X(z) = z3 zI < 0
(iii) X(z) = 1z| > |al
1-az
(iv) X(z) = _ ;zj < |al
1-az
(v) X(z) = -2z- 2 + 1 + 2z; izI < +
Problem 6.2
Listed below are three z-transforms. For each determine the inverse
z-transform by using contour integration, and again by using a partial
fraction expansion.
(i) X(z) = 1 _zi >
1+lz-2
2
-1
-l
(ii) X(z) = (1 - [z+z
l + jz- + jz-2 |z| >1
1-2z~-lI
(iii) X(z) = 1 2 |z >
z -- 22
Problem 6.3
By using a power series expansion determine a sequence x(n) whose
z-transform is
X(z) = ez
6.3 *
Problem 6.4
Given here are four z-transforms. Determine which ones could be the
transfer function of a discrete linear system which is not necessarly
stable but for which the unit-sample response is zero for n < 0.
Clearly state your reasons.
(a) (1 z-1 2 (1 - z~1).
2
(b) (z - 1)2 _
© (z - )5/ z )6
1 6 1)5 (d)( - ) z - 2
*
Problem 6.5
In Sec.4.5 of the text we discussed the fact that for n< 0 it is often
more convenient to evaluate the inverse transform relation of Eq. (4.67)
of the text by using a substitution of variables z=p~1 to obtain
Eq. (4.74). If the contour of integration is the unit circle, for
example, this has the effect of mapping the outside of the unit
circle to the inside, and vice versa. It is worth convincing your
self, however, that without this substitution, we can obtain x(n)
for n < 0 by evaluating the residues at the multiple-order poles
at z = 0.
Let
X(z) = 1
1 -z
where the region of convergence includes the unit circle.
(a) Determine x(0), x(-l), and x(-2) by evaluating Eq. (4.67)
explicitly, obtaining the residue for the poles at z = 0.
(b) Determine x(n) for n > 0 by evaluating expression (4.67) and for
n < 0 by evaluating Eq. (4.74).