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ECET 307. Analog Networks Signal Processing Ch 7 System Considerations 2 of 3 Fall 2006 http://www.etcs.ipfw.edu/~lin. Ch 7: System Considerations. Transfer Function Examples Differential Equation and Transfer Function Step and Impulse Responses. Example 7-1. - PowerPoint PPT Presentation
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11/15/200611/15/2006 Ch 7 System Consideration- Paul LinCh 7 System Consideration- Paul Lin 11
ECET 307ECET 307
Analog Networks Signal ProcessingAnalog Networks Signal Processing
Ch 7 System ConsiderationsCh 7 System Considerations2 of 32 of 3
Fall 2006Fall 2006
http://www.etcs.ipfw.edu/~linhttp://www.etcs.ipfw.edu/~lin
11/15/200611/15/2006 Ch 7 System Consideration- Paul LinCh 7 System Consideration- Paul Lin 22
Ch 7: System ConsiderationsCh 7: System Considerations
Transfer Function ExamplesTransfer Function Examples Differential Equation and Differential Equation and
Transfer FunctionTransfer Function Step and Impulse ResponsesStep and Impulse Responses
11/15/200611/15/2006 Ch 7 System Consideration- Paul LinCh 7 System Consideration- Paul Lin 33
Example 7-1 Example 7-1
(a) Determine the transfer function and (a) Determine the transfer function and the impulse response of the circuit as the impulse response of the circuit as shown below. The input excitation is v1(t) shown below. The input excitation is v1(t) and the output response is v2(t).and the output response is v2(t).
0.25 F
2 +
-
v2(t)v1(t)
+
-
11/15/200611/15/2006 Ch 7 System Consideration- Paul LinCh 7 System Consideration- Paul Lin 44
Example 7-1 SolutionExample 7-1 Solution
The transfer function is defined as The transfer function is defined as output/input, or output/input, or )(/)()( 12 sVsVsG
2
2
)(
)()(
2
2)(
42
4)(4
2
4)(
)()()(
42
)(
/1
)()()(
/42/1)()(
1
2
111
2
11
ssV
sVsG
s
sV
s
sV
s
ssV
sZsIsV
s
sV
sCR
sVsIsI
ssCRsZRsZ
cc
cR
c
2 +
-
V2(s)V1(s)
+
-
4/s
11/15/200611/15/2006 Ch 7 System Consideration- Paul LinCh 7 System Consideration- Paul Lin 55
Example 7-1 Solution Example 7-1 Solution (cont.)(cont.)
The impulse response of the circuit The impulse response of the circuit is g(t) = Lis g(t) = L-1-1G(s) G(s)
tetg 21- 2]2s
2[L)(
2e-2t
v1(t) i2(t)
11/15/200611/15/2006 Ch 7 System Consideration- Paul LinCh 7 System Consideration- Paul Lin 66
Example 7-1 Solution Example 7-1 Solution (cont.)(cont.)
The response v2(t)The response v2(t)
From the definition of From the definition of G(s) = V2(s)/V1(s)G(s) = V2(s)/V1(s)
4
10
2
25]2sin5[)(
][sin
2221
22
sstLaplacesV
stLaplace
t
s
etv
ssV
sss
sA
s
B
s
A
sssssVsGsV
2'2
'2
2222
2
2212
2
5)(
,2
1
2
5)(
2
5
8
20
4)2(
20|4
20
)4)(2(
)2(2042
)4)(2(
20
4
10
2
2)()()(
11/15/200611/15/2006 Ch 7 System Consideration- Paul LinCh 7 System Consideration- Paul Lin 77
Example 7-1 Solution Example 7-1 Solution (cont.)(cont.) Use the trick formulaUse the trick formula
The time function V(s)The time function V(s)
Mj
jsQ
jss
sQ
s
sQsV
45
2
10450
22
20
458
020
458
20
22
20)2(
2,2
20)(
4
)()(
2,1
2''2
)452sin(2
5)452sin(
22
10
)sin()(''2 ttt
Mtv
)452sin(2
5
2
5)()()( 2''
2'22
tetvtvtv t
11/15/200611/15/2006 Ch 7 System Consideration- Paul LinCh 7 System Consideration- Paul Lin 88
Example 7-2 Example 7-2
Determine the transfer function of Determine the transfer function of the circuit. The input is v1(t) and the the circuit. The input is v1(t) and the desired output is i2(t).desired output is i2(t).
2 H 2 H
0.25 F 2
+
-
i2(t)
v1(t)i2(t)i1(t)
11/15/200611/15/2006 Ch 7 System Consideration- Paul LinCh 7 System Consideration- Paul Lin 99
Example 7-2 Solution Example 7-2 Solution (cont.)(cont.)
1. Draw the transformed circuit1. Draw the transformed circuit
2.Write a pair of simultaneous mesh equations2.Write a pair of simultaneous mesh equations
2 H 2 H
2
+
-
I2(s)
V1(s)I2(s)I1(s)
4/s
0)()234()(
4
)()(4
)()4
2(
21
121
sIss
sIs
sVsIs
sIs
s
11/15/200611/15/2006 Ch 7 System Consideration- Paul LinCh 7 System Consideration- Paul Lin 1010
Example 7-2 Solution Example 7-2 Solution (cont.)(cont.)
Rewrite the equations in the matrix form circuitRewrite the equations in the matrix form circuit
3.Find I2(s) using determinants3.Find I2(s) using determinants
0
)(
)(
)(
)23/4(/4
/4)/42( 1
2
1 sV
sI
sI
sss
sss
255.1
)(
82046
4)(8
2046
4)(
16]8
1216
468[
4)(
)]/4)(/4[()]23/4)(/42[(
)]()/4[(
)23/4(/4
/4)/42(
0/4
)()/42(
)(
231
231
2
1
222
1
1
1
2
sss
sV
sss
sV
sss
ssV
sssss
ssV
ssssss
sVs
sss
sss
s
sVss
sI
11/15/200611/15/2006 Ch 7 System Consideration- Paul LinCh 7 System Consideration- Paul Lin 1111
Example 7-2 Solution Example 7-2 Solution (cont.)(cont.)
4. Find the transfer function4. Find the transfer function
255.1
1
)(
)()(
231
2
ssssV
sI
input
outputsG
1.5s3+s2+5s+2
1V1(s) I2(s)
11/15/200611/15/2006 Ch 7 System Consideration- Paul LinCh 7 System Consideration- Paul Lin 1212
Example 7-3 Butterworth Low-Example 7-3 Butterworth Low-Pass Filter Pass Filter
Determine the transfer function for the Determine the transfer function for the following active filter:following active filter:
• A second-order Butterworth low-pass filter A second-order Butterworth low-pass filter using an Op-amp, normalized to a cutoff using an Op-amp, normalized to a cutoff frequency of 1 radian/sec with 1-Ω.frequency of 1 radian/sec with 1-Ω.
• An actual circuit is derived from the normalized An actual circuit is derived from the normalized circuit by scaling the frequency and resistance circuit by scaling the frequency and resistance levels.levels.
• v1(t) – inputv1(t) – input• v2(t) - outputv2(t) - output
C1
1.4124 F
C20.7071 F
R1
1
R2
1 +V2V3
V4
V1
+
11/15/200611/15/2006 Ch 7 System Consideration- Paul LinCh 7 System Consideration- Paul Lin 1313
Example 7-3 Solution Example 7-3 Solution (cont.)(cont.)
1. Circuit Identification1. Circuit Identification The op-amp is configured as a “voltage-follower”, Av = The op-amp is configured as a “voltage-follower”, Av =
1, or vout = vin.1, or vout = vin. No-current is assumed to flow into the input + or non-No-current is assumed to flow into the input + or non-
inverting terminal: Zin = ∞.inverting terminal: Zin = ∞. Four nodes: V1(s), V2(s), V3(s), V4(s)Four nodes: V1(s), V2(s), V3(s), V4(s)
• V2(s) = V4(s)V2(s) = V4(s)
R1
1
R2
1
V2(s)
V3(s)
V4(s)
V1(s)
0.7071/s
1.4142/s
+
-
11/15/200611/15/2006 Ch 7 System Consideration- Paul LinCh 7 System Consideration- Paul Lin 1414
Example 7-3 Solution Example 7-3 Solution (cont.)(cont.)3. Write the simultaneous equation and solve for 3. Write the simultaneous equation and solve for
G(s)G(s)
)227()()(
2170
7071.01)(
1
)()(
20701
)()(
4142.11
)()(
1
)()(
42
434
432313
sVsVs
sVsVsV
sVsV
s
sVsVsVsV
R1
1
R2
1
V2(s)
V3(s)
V4(s)
V1(s)
0.7071/s
1.4142/s
+
-
11/15/200611/15/2006 Ch 7 System Consideration- Paul LinCh 7 System Consideration- Paul Lin 1515
Example 7-3 Solution Example 7-3 Solution (cont.)(cont.)Rearrange the equations, by substituting (7-22) Rearrange the equations, by substituting (7-22)
into (7-21) and eliminate V4(s):into (7-21) and eliminate V4(s):
Then substitute this equation and equation (7-22) Then substitute this equation and equation (7-22) into (7-20):into (7-20):
0)(4142.1
)()( 232 sVs
sVsV )()4142.1
1()( 23 sVs
sV
0)()()4142.1
1()]()([7071.0
)()()4142.1
1(
01
)()(
1
)()(
7071.01
)()(
01
)()(
4142.1
1)()(
1
)()(
222312
232313
432313
sVsVs
sVsVs
sVsVs
sVsVsVsVssVsV
sVsV
s
sVsVsVsV
11/15/200611/15/2006 Ch 7 System Consideration- Paul LinCh 7 System Consideration- Paul Lin 1616
Example 7-3 Solution Example 7-3 Solution (cont.)(cont.)Simplify the above equation to obtain:Simplify the above equation to obtain:
And finally the transfer function G(s):And finally the transfer function G(s):
14142.1
)()(
21
2
ss
sVsV
14142.1
1
)(
)()(
21
2
sssV
sVsG
s2+1.4142s+1
1V1(s) V2(s)
11/15/200611/15/2006 Ch 7 System Consideration- Paul LinCh 7 System Consideration- Paul Lin 1717
Example 7-4 Example 7-4
Determine the response resulting from Determine the response resulting from an excitation x(t) = 5 sin t, assume thatan excitation x(t) = 5 sin t, assume that
The input to a certain system is x(t)The input to a certain system is x(t) The output is y(t)The output is y(t) The impulse response of the system g(t) = 10eThe impulse response of the system g(t) = 10e--
tt sin 2t sin 2t
g(t) = 10e-tsin2tx(t) = 5sin t
y(t)
11/15/200611/15/2006 Ch 7 System Consideration- Paul LinCh 7 System Consideration- Paul Lin 1818
Example 7-4 Example 7-4 (cont.)(cont.)
1. Find the transfer function G(s)1. Find the transfer function G(s)
)1)(52(
100
)1)(412(
100
)1](4)1[(
100
1
5
4)1(
20)()()(
1
15)(
4)1(
20
4)1(
210]2sin10[)(
,2
2]2[sin
)()]([
2sin10)(
2222
2222
2
22
22
ssssss
sssssXsGsY
ssX
ssteLaplacesG
ands
tLaplace
asFtfeLaplace
tetg
t
at
t
11/15/200611/15/2006 Ch 7 System Consideration- Paul LinCh 7 System Consideration- Paul Lin 1919
Example 7-4 Example 7-4 (cont.)(cont.)
2. Use MATLAB to find poles and zeros??2. Use MATLAB to find poles and zeros??>> den1 = [1 2 5];>> den1 = [1 2 5];
>> den2 = [1 0 1];>> den2 = [1 0 1];
>> den = conv(den1, den2)>> den = conv(den1, den2)
den =den =
1 2 6 2 51 2 6 2 5
Factor out the Y(s) by using the reside functionFactor out the Y(s) by using the reside function
>> num =[0 0 0 100];>> num =[0 0 0 100];
>> [r, p, k] = residue(num, den)>> [r, p, k] = residue(num, den)
r =r =
5.0000 + 2.5000i 5.0000 - 2.5000i5.0000 + 2.5000i 5.0000 - 2.5000i
-5.0000 -10.0000i -5.0000 +10.0000i-5.0000 -10.0000i -5.0000 +10.0000i
5262
100)(
234
sssssY
11/15/200611/15/2006 Ch 7 System Consideration- Paul LinCh 7 System Consideration- Paul Lin 2020
Example 7-4 Example 7-4 (cont.)(cont.)
p =p =
-1.0000 + 2.0000i-1.0000 + 2.0000i -1.0000 - 2.0000i -1.0000 - 2.0000i
-0.0000 + 1.0000i-0.0000 + 1.0000i -0.0000 - 1.0000i -0.0000 - 1.0000i
The Y(s)??The Y(s)??
Well! Try the Trick formula”Well! Try the Trick formula”
)(
105
)(
105
)21(
5.25
)21(
5.25)(
is
i
is
i
is
i
is
isY
11/15/200611/15/2006 Ch 7 System Consideration- Paul LinCh 7 System Consideration- Paul Lin 2121
Example 7-4 Example 7-4 (cont.)(cont.)
Well! Try the Trick formula”Well! Try the Trick formula”
)57.1162sin(18.11)57.26sin(36.22)()()(
)57.1162sin(2
36.22)(
2,1);sin()(
57.11636.2257.1164721.4
0100
1)21(
100
1
100)21(
)57.26sin(36.22)57.26sin(1
36.22)sin()(
1;57.2636.22
57.264721.4
0100
24
100
521
100
52)(
100
52
100)(
)1](4)1[(
100)(
21
2
2
222
1
221
22
tettytyty
tety
teM
ty
jsjsQ
tttM
ty
M
jjjjssjsQ
sssY
t
t
t
11/15/200611/15/2006 Ch 7 System Consideration- Paul LinCh 7 System Consideration- Paul Lin 2222
Example 7-5 Example 7-5
Determine the transfer function G(x) for the Determine the transfer function G(x) for the following system description:following system description:
x(t) = 5x(t) = 5 y(t) = 10ey(t) = 10e-2-2t + 5et + 5e-t-t sin 2t sin 2t
SolutionSolution
)52)(2(
)73(2
)52)(2(
)73(10
5)(
)()(
5)(
)52)(2(
)73(10
)52)(2(
)2(10)52(10
2)1(
25
2
110)(
2
2
2
2
2
2
2
2
22
sss
sss
sss
sss
sX
sYsG
ssX
sss
ss
sss
sss
sssY
11/15/200611/15/2006 Ch 7 System Consideration- Paul LinCh 7 System Consideration- Paul Lin 2323
7-2 7-2 Differential Equation and Transfer Differential Equation and Transfer
FunctionFunction General differential equation description of the General differential equation description of the
systemsystem The highest derivative of the y determine the The highest derivative of the y determine the
order of the systemorder of the system m ≥ nm ≥ n
The transform of a highest-order derivativeThe transform of a highest-order derivative
xadt
yda
dt
ydayb
dt
ydb
dt
ydb
n
n
nn
n
nm
m
mm
m
m 0101
1
1 ......
)0(...)0()(][ )1(1 kkkk
k
yyssYsdt
yd
11/15/200611/15/2006 Ch 7 System Consideration- Paul LinCh 7 System Consideration- Paul Lin 2424
Example 7-6Example 7-6
(a). Determine a differential equation expressing (a). Determine a differential equation expressing the input-output relationship for the circuit the input-output relationship for the circuit below.below.
(b). determine the transfer function for the (b). determine the transfer function for the circuitcircuit
8 F
4 F
1/2 H1/6 v2(t)v1(t)
+
-
+
-
11/15/200611/15/2006 Ch 7 System Consideration- Paul LinCh 7 System Consideration- Paul Lin 2525
Example 7-6 SolutionExample 7-6 Solution
This circuit will be solved using nodal equations This circuit will be solved using nodal equations Summing the current leaving the node, ∑ I = 0Summing the current leaving the node, ∑ I = 0
Differentiate all terms to remove the integral Differentiate all terms to remove the integral sign, and move v1 terms to the right-hand side sign, and move v1 terms to the right-hand side of the equationof the equation
8 F
4 F
1/2 H1/6 v2(t)v1(t)
+
-
+
-
t
dtvvvvdt
dv
dt
dv
0
121222 0)(2)(864
121
2
22
22
2
1221
2
22
22
22
2
282612
0228864
vdt
vdv
dt
dv
dt
vd
vvdt
vd
dt
vd
dt
dv
dt
vd
11/15/200611/15/2006 Ch 7 System Consideration- Paul LinCh 7 System Consideration- Paul Lin 2626
Example 7-6 Solution Example 7-6 Solution (cont.)(cont.)
Assume all I.C.s are zero, and take Laplace Assume all I.C.s are zero, and take Laplace transformtransform
The transfer function isThe transfer function is
)()28()()2612( 1222 sVssVss
136
14
26212
28
)(
)()(
2
2
2
2
1
2
ss
s
s
s
sV
sVsG