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Chapter 5 Z Transform
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z transform z transform of a sequence Two-sided z transform
One-sided z transform If n < 0, x(n) = 0 ROC(region of convergence) The region in the z plane in which the power series converges (5-1) (5-2)
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Example 5-1 Non-causal Fig. 5-1. Fig. 5-1.
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(3) Causal (4) Causal Fig. 5-1. Fig. 5-1.
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Geometric series with common ratio of
z = 2 z = 1/2 (5-3)
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Region of convergence Region of convergence Fig. 5-2.
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Example 5-2 z transform Region of convergence Fig. 5-3.
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Properties of z transform
is a polynomial of z and determined from sequence, can be reconstructed by removing in is independent of sampling interval, z transform of delayed signal by samples is z transform of delayed signal i.e.
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becomes Discrete Fourier Transform if replacing to
let becomes Discrete Fourier Transform if replacing to (5-4)
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Table of z transform Table 5-1.
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Example 5-3 (1) (2) (3)
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Relation between Z transform and Laplace transform
Ideally sampled function, Laplace transform (5-5) (5-6)
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z transform for sequence
The relation between z transform and Laplace transform (5-7) (5-8)
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Example 5-4
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(3)
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Relation between s-plane and z-plane
Periodicity Relation between s-plane and z-plane (5-9) Fig. 5-4.
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Corresponding points between s and z planes
Left side in s plane inside of unit circle in z plane Right side in s plane out of unit circle axis in s plane unit circle in z plane Increased frequency in s plane such as and mapped on same point on the unit circle in z plane
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Corresponding points Table 5-2. 2
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Inverse Z transform Definition of inverse z transform
Power series expansion of Rational function (5-10) (5-11) (5-12)
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Three methods for inverse z transform
Power series expansion Partial fraction expansion Residue
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Power series expansion
Using long division (5-13)
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Example 5-5 Inverse z transform using long division
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Partial fraction expansion
for , (5-14) (5-15) where is poles of , is coefficients for partial fraction, and (5-16)
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Partial fraction for N>M
(5-17) where is calculated using long division. (5-18) (5-19)
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Example 5-6 Inverse z transform Partial fraction
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Inverse z transform using table 5-1
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Example 5-7 Find discrete sequence poles
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Partial fraction form Eq.(5-16)
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z transform Inverse z transform using table 5-1
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Example 5-8 Find discrete sequence Partial fraction
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Inverse z transform
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Residue Cauchy’s theory using contour integral Calculation of residue
(5-20) where is contour integral including all poles. (5-21) where , m is order of poles.
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For single pole (5-22) Unit circle Fig. 5-5.
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Example 5-9 Find discrete time signal using residue If ,
Inverse z transform
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Sum of residue
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Example 5-10 Inverse z transform where and as
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Fig. 5-5.
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n=0,
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n>0
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Example 5-11 Using residue where F(z) has poles at z=0.5, and z=1.
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Sum of residue
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Properties of z transform
Linearity Convolution Differentiation (5-23) (5-24) (5-25)
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