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COMM 602 Digital Signal Processing Lecture 9 Dr. Engy Aly Maher Spring 2020

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Page 1: COMM 602 Digital Signal Processing Digital S… · COMM 602 Digital Signal Processing Lecture 9 Dr. Engy Aly Maher Spring 2020. Bilinear Transformation Z: See Text book For the derivation

COMM 602

Digital Signal Processing

Lecture 9

Dr. Engy Aly MaherSpring 2020

Page 2: COMM 602 Digital Signal Processing Digital S… · COMM 602 Digital Signal Processing Lecture 9 Dr. Engy Aly Maher Spring 2020. Bilinear Transformation Z: See Text book For the derivation

Bilinear Transformation

See Text book

For the derivation

Of this equation

Page 714

2tan

2

T

Page 3: COMM 602 Digital Signal Processing Digital S… · COMM 602 Digital Signal Processing Lecture 9 Dr. Engy Aly Maher Spring 2020. Bilinear Transformation Z: See Text book For the derivation

Bilinear Transformation

• Derivation of:

(1)

Page 4: COMM 602 Digital Signal Processing Digital S… · COMM 602 Digital Signal Processing Lecture 9 Dr. Engy Aly Maher Spring 2020. Bilinear Transformation Z: See Text book For the derivation

Bilinear Transformation

Page 5: COMM 602 Digital Signal Processing Digital S… · COMM 602 Digital Signal Processing Lecture 9 Dr. Engy Aly Maher Spring 2020. Bilinear Transformation Z: See Text book For the derivation

Bilinear Transformation

2tan

2

T

Page 6: COMM 602 Digital Signal Processing Digital S… · COMM 602 Digital Signal Processing Lecture 9 Dr. Engy Aly Maher Spring 2020. Bilinear Transformation Z: See Text book For the derivation

Properties of LTIS Using Z-Transform

Page 7: COMM 602 Digital Signal Processing Digital S… · COMM 602 Digital Signal Processing Lecture 9 Dr. Engy Aly Maher Spring 2020. Bilinear Transformation Z: See Text book For the derivation

Properties of LTIS Using Z-Transform

(-ve)

(+ve)

Page 8: COMM 602 Digital Signal Processing Digital S… · COMM 602 Digital Signal Processing Lecture 9 Dr. Engy Aly Maher Spring 2020. Bilinear Transformation Z: See Text book For the derivation

Properties of LTIS Using Z-Transform

S-Plane

LHS RHSJ-axis

Z-Plane

Unit Circle z =1z = -1

Page 9: COMM 602 Digital Signal Processing Digital S… · COMM 602 Digital Signal Processing Lecture 9 Dr. Engy Aly Maher Spring 2020. Bilinear Transformation Z: See Text book For the derivation

Properties of Bilinear Transformation

• Accordingly, we may state the properties of bilinear

transformation:

(1) The left-half s-plane is mapped onto the interior of the unit circle

in the z-plane.

(2) The entire axis of the s-plane is mapped onto one complete

revolution of the unit circle in the z-plane

(3) The right-half of the s-plane is mapped onto the exterior of the

unit circle in the z-plane.

Then if the analog filter is stable and causal, the resulting digital filter

is also causal and stable.

j

Page 10: COMM 602 Digital Signal Processing Digital S… · COMM 602 Digital Signal Processing Lecture 9 Dr. Engy Aly Maher Spring 2020. Bilinear Transformation Z: See Text book For the derivation

Steps of Bilinear Transformation

)(H

H(z)

2tan

2 cc

T

c

Page 11: COMM 602 Digital Signal Processing Digital S… · COMM 602 Digital Signal Processing Lecture 9 Dr. Engy Aly Maher Spring 2020. Bilinear Transformation Z: See Text book For the derivation

Example 1

)(H

For T=2

c

c

2tan

2 cc

T

Page 12: COMM 602 Digital Signal Processing Digital S… · COMM 602 Digital Signal Processing Lecture 9 Dr. Engy Aly Maher Spring 2020. Bilinear Transformation Z: See Text book For the derivation

Example 1

H H(z)

Page 13: COMM 602 Digital Signal Processing Digital S… · COMM 602 Digital Signal Processing Lecture 9 Dr. Engy Aly Maher Spring 2020. Bilinear Transformation Z: See Text book For the derivation

Example 1

245.0

ny

1z

nx

1z

509.0

1

1

509.01

1245.0

z

zzH

Page 14: COMM 602 Digital Signal Processing Digital S… · COMM 602 Digital Signal Processing Lecture 9 Dr. Engy Aly Maher Spring 2020. Bilinear Transformation Z: See Text book For the derivation

Example 2

5.0

3

ssH

1

1

1

12

z

z

Ts

5.0

1

12

3

1

1

z

z

T

zH

1

1

1

1

15.01

12

13

zz

z

T

zzH

Convert the following analog filter system function into a digital

IIR filter by means of the bilinear transformation method:

Solution

Page 15: COMM 602 Digital Signal Processing Digital S… · COMM 602 Digital Signal Processing Lecture 9 Dr. Engy Aly Maher Spring 2020. Bilinear Transformation Z: See Text book For the derivation

Example 2

1

1

1

1

15.01

12

13

zz

z

T

zzH

11

1

15.012

13

zzT

zzH

1

1

25.05.0

2

13

zTT

zzH

1

1

1

1

1

1

5.02

25.0

15.02

13

z

z

z

T

T

T

zzH

s

Page 16: COMM 602 Digital Signal Processing Digital S… · COMM 602 Digital Signal Processing Lecture 9 Dr. Engy Aly Maher Spring 2020. Bilinear Transformation Z: See Text book For the derivation

Example 2

1

1

1

1

1

1

5.02

25.0

15.02

13

z

z

z

T

T

T

zzH

s

25.1

3

5.02

3

T

333.0

5.02

25.0

T

T

1

1

333.01

12

z

zzH

For T=2

Page 17: COMM 602 Digital Signal Processing Digital S… · COMM 602 Digital Signal Processing Lecture 9 Dr. Engy Aly Maher Spring 2020. Bilinear Transformation Z: See Text book For the derivation

Transformation of LPF to Other Filters

c

c

20

20

lu 0

lu

Page 18: COMM 602 Digital Signal Processing Digital S… · COMM 602 Digital Signal Processing Lecture 9 Dr. Engy Aly Maher Spring 2020. Bilinear Transformation Z: See Text book For the derivation

Example 3

Use the bilinear Transformation method to:

=0.55

Ts=2

2tan

2

T

cs

cc

cc

c

c

Page 19: COMM 602 Digital Signal Processing Digital S… · COMM 602 Digital Signal Processing Lecture 9 Dr. Engy Aly Maher Spring 2020. Bilinear Transformation Z: See Text book For the derivation

Example 3

cc

c

c

c

c

Page 20: COMM 602 Digital Signal Processing Digital S… · COMM 602 Digital Signal Processing Lecture 9 Dr. Engy Aly Maher Spring 2020. Bilinear Transformation Z: See Text book For the derivation

• Design a 3rd order Butterworth LPF to have a cutoff frequency

of 2.513 rad/sec using bilinear transformation.

solution

T=2

c cc

c c

Example 4

Page 21: COMM 602 Digital Signal Processing Digital S… · COMM 602 Digital Signal Processing Lecture 9 Dr. Engy Aly Maher Spring 2020. Bilinear Transformation Z: See Text book For the derivation

Example 4

Page 22: COMM 602 Digital Signal Processing Digital S… · COMM 602 Digital Signal Processing Lecture 9 Dr. Engy Aly Maher Spring 2020. Bilinear Transformation Z: See Text book For the derivation

Example 4

Page 23: COMM 602 Digital Signal Processing Digital S… · COMM 602 Digital Signal Processing Lecture 9 Dr. Engy Aly Maher Spring 2020. Bilinear Transformation Z: See Text book For the derivation

For and , the analog filter order N is

determined by the equation:

ps

1

pAjH 1 sAjH 2

p

s

p

s

A

A

N

log2

1

1log

2

2

ss

pp

A

A

1

Butterworth Filter Order

Page 24: COMM 602 Digital Signal Processing Digital S… · COMM 602 Digital Signal Processing Lecture 9 Dr. Engy Aly Maher Spring 2020. Bilinear Transformation Z: See Text book For the derivation

• Using bilinear transformation, design IIR filter that satisfies these

specifications: LPF with maximum ripples allowed in the

passband =0.293, the maximum ripples allowed in the stopband

=0.1, passband edge frequency= 0.125*pi, and stopband edge

frequency=0.5*pi.

solution

p

pA

sA

1

)(12

5.0tan

2tan

)(1989.02

125.0tan

2tan

rad

rad

ss

p

p

The pre-warped analog frequencies are:

The required amplitudes are:

1.0

707.0293.011

ss

pp

A

A

s

pc

Example 5

Page 25: COMM 602 Digital Signal Processing Digital S… · COMM 602 Digital Signal Processing Lecture 9 Dr. Engy Aly Maher Spring 2020. Bilinear Transformation Z: See Text book For the derivation

• The required order is:

p

s

p

s

A

A

N

log2

1

1log

2

2

423.1

1989.0

1log2

1707.0

115.0log

2

2

N

Let N = 2

Example 5

Page 26: COMM 602 Digital Signal Processing Digital S… · COMM 602 Digital Signal Processing Lecture 9 Dr. Engy Aly Maher Spring 2020. Bilinear Transformation Z: See Text book For the derivation

c

c

cc

c

c

c

c

c

c

c

c

pc

Example 5

Page 27: COMM 602 Digital Signal Processing Digital S… · COMM 602 Digital Signal Processing Lecture 9 Dr. Engy Aly Maher Spring 2020. Bilinear Transformation Z: See Text book For the derivation

c

cc

c

c

c

c

c

c

cc

c c

cc

Example 5

Page 28: COMM 602 Digital Signal Processing Digital S… · COMM 602 Digital Signal Processing Lecture 9 Dr. Engy Aly Maher Spring 2020. Bilinear Transformation Z: See Text book For the derivation

c c

Page 29: COMM 602 Digital Signal Processing Digital S… · COMM 602 Digital Signal Processing Lecture 9 Dr. Engy Aly Maher Spring 2020. Bilinear Transformation Z: See Text book For the derivation
Page 30: COMM 602 Digital Signal Processing Digital S… · COMM 602 Digital Signal Processing Lecture 9 Dr. Engy Aly Maher Spring 2020. Bilinear Transformation Z: See Text book For the derivation
Page 31: COMM 602 Digital Signal Processing Digital S… · COMM 602 Digital Signal Processing Lecture 9 Dr. Engy Aly Maher Spring 2020. Bilinear Transformation Z: See Text book For the derivation

Thank you