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z transform engl.doc
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Properties

Properties of the z-transform

Time domain

Z-domain

Proof

ROC

Notation

ROC:

Linearity

At least the intersection of ROC1 and ROC2

Time expansion

: integer

R^{1/k}

Time shifting

ROC, except if and if

Scaling in

the z-domain

Time reversal

Complex conjugation

ROC

Real part

ROC

Imaginary part

ROC

Differentiation

ROC

Convolution

At least the intersection of ROC1 and ROC2

Cross-correlation

At least the intersection of ROC of and

First difference

At least the intersection of ROC of X1(z) and

Accumulation

Multiplication

-

Parseval's relation

  • Initial value theorem

, If causal

  • Final value theorem

, Only if poles of are inside the unit circle

Table of common z-transform pairs

Here:

Signal,

Z-transform,

ROC

1

2

3

4

5

6

7

8

9

10

11

12

13

14

15

16

17

18

19

20

21

Relationship to Laplace transform

The Bilinear transform is a useful approximation for converting continuous time filters (represented in Laplace space) into discrete time filters (represented in z space), and vice versa. To do this, you can use the following substitutions in H(s) or H(z):

from Laplace to z (Tustin transformation), or

from z to Laplace. Through the bilinear transformation, the complex s-plane (of the Laplace transform) is mapped to the complex z-plane (of the z-transform). While this mapping is (necessarily) nonlinear, it is useful in that it maps the entire axis of the s-plane onto the unit circle in the z-plane. As such, the Fourier transform (which is the Laplace transform evaluated on the axis) becomes the discrete-time Fourier transform. This assumes that the Fourier transform exists; i.e., that the axis is in the region of convergence of the Laplace transform.

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