Hello!
Nimitha N
Assistant Professor/ECE
nimithaece@rmkcet.ac.in
1
Pierre-Simon Laplace
One of the first scientists to suggest
the existence of black holes
Laplace
Transform
“
”
Process
3
Time
domain
x(t)
Freq
domain
X(s)
Freq
domain
X(s)
Time
domain
x(t)
Differential
Equation
Algebraic
Equation
LT
ILT
Deals with Aperiodic Signals
Input signal changing often at t=0
Stability analysis
Region of Convergence
Time Domain to complex
frequency domain(S-Domain)
4
Laplace Transform
Formula for Laplace Transform
5
▰ It is used to transform a time domain to complex frequency domain signal (s-domain)
▰ Two Sided Laplace transform (or) Bilateral Laplace transform
Let 𝑥(𝑡) be a continuous time signal defined for all values of 𝑡.
Let 𝑋(𝑆) be Laplace transform of 𝑥(𝑡).
▰ One sided Laplace transform (or) Unilateral Laplace transform
Let 𝑥(𝑡) be a continuous time signal defined for 𝑡≥0 (ie If 𝑥(𝑡) is causal)
then,
▰ Inverse Laplace transform (S-domain signal 𝑋(𝑆) Time domain signal x(t) )
▰ Transform: x(t)  X(s), where t is integrated and s is variable
▰ Conversely X(s)  x(t), t is variable and s is integrated
▰ The Laplace transform helps to scan exponential signal and sinusoidal signal
6
Complex variable, S= α + jω
Formula for Laplace Transform
Laplace transform for elementary signals
1)
Solution
2)
Solution
7
Impulse signal
L[δ(t)]
Step signal
L[u(t)]
Laplace transform for elementary signals
3)
Solution
4)
Solution
8
Constant
Exponential signal
Laplace transform for elementary signals
5)
6)
Solution
W.k.t
9
Exponential signal
Laplace transform for elementary signals
7)
8)
9)
10
Hint
x(t) = cos ω0 t u(t)
x(t) = sin ω0 t u(t)
Laplace transform for elementary signals
8)
Solution
Using Euler’s Formula
11
----> (1)
(𝒔 + 𝒊𝒂)
(𝒔 + 𝒊𝒂)
----> (2)
Compare (1) and (2)
Real part Imaginary part
Summary
Impulse
Step
12
L[δ(t)] 1
L[u(t)]
1/s
a= ω0
L[1]
Advantages of Laplace Transform
▰ Signal which are not convergent on Fourier
transform, will converge in Laplace transform
13
Complex S Plane
▰ The most general form of Laplace
transform is
▰ L[x(t)]= X(s) =
𝑵(𝑺)
𝑫(𝑺)
14
LHS RHS
- ∞ 0 ∞
jω
σ
Complex variable, S= α + jω
The zeros are found by setting the numerator polynomial to Zero
The Poles are found by setting the Denominator polynomial to Zero
Region of Convergence
The range variation of complex variable ‘s’ (σ) for which the Laplace transform
converges(Finite) is called region of convergence.
Properties of ROC of Laplace Transform
 ROC contains strip lines parallel to jω axis in s-plane.
 ROC doesn’t contain any poles
 If x(t) is absolutely integral and it is of finite duration, then ROC is entire s-
plane.
 If x(t) is a right sided signal(causal) then ROC : Re{s} > σ of X(s) extends
to right of the rightmost pole
 If x(t) is a left sided signal then ROC : Re{s} < σ of X(s) extends to left of
the leftmost pole
 If x(t) is a two sided sequence then ROC is the combination of two regions.
15
Properties of ROC of Laplace Transform
▰ ROC doesn’t contain any poles
▰ If x(t) is absolutely integral and it is of finite duration, then ROC is entire
s-plane.
16
L[e-2t u(t)] 1/(s+2)
1/(-2+2)
Poles, S=-2 = 1/0 = ∞
-a a
x(t)
ROC includes
imaginary axis jω
- ∞ 0 ∞
jω
σ
Impulse signal have ROC is entire S plane
▰ If x(t) is a right sided signal(causal) then
ROC : Re{s} > σ of X(s) extends to right
of the rightmost pole
▰ If x(t) is a left sided signal then ROC :
Re{s} < σ of X(s) extends to left of the
leftmost pole
17
- ∞ 0 ∞
jω
σ
- ∞ 0 ∞
jω
σ
▰ If x(t) is a two sided sequence then ROC is the combination of two
regions.
18
- ∞ 0 ∞
jω
σ
Problem using ROC
19
1. Find the Laplace transform and ROC of x(t)=e-at u(t)
Solution
2. Find the Laplace transform and ROC of x(t)=eat u(−t)
Solution
Right sided
signal
Left sided
signal
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Find the Laplace transform and ROC of x(t)=e−at u(t)+eat u(−t)
Solution
Problem using ROC
Both sided signal
Referring to the diagram, combination region lies from
–a to a. Hence,
Shortcut for ROC
▰ Step 1: Compare real part of S complex variable (σ) with real part of
coefficient of power of e
▰ Step 2: Check if the signal is left sided or right sided, then decide < or >
21
Consider L[e-2t u(t)]
Step 1 : σ = -2
Step 2 : σ > -2
ROC is
Roc helps to check the impulse response is absolutely
integrable or not
22
Shortcut for ROC
Find Roc of following signals
1. x(t) = e-2t u(-t)
2. x(t) = e3t u(t)
3. x(t) = e(4+3j)t u(-t)
4. x(t) = e-4t u(t)
5. x(t) = e3t u(t) + e-2t u(t)
6. x(t) = e3t u(-t) + e-2t u(-t)
7. x(t) = e-3t u(t) + e2t u(-t)
- ∞ 0 ∞
jω
σ
Causality and Stability
▰ For a system to be causal, all poles of its transfer
function must be left half of s-plane.
▰ For causal system: A system is said to be stable
all poles of its transfer function must be left half of
s-plane, (ROC include Imaginary axis jω)
▰ For Anticausal system: A system is said to be
stable all poles of its transfer function must be
RHS of s-plane, (ROC include Imaginary axis jω)
▰ A system is said to be unstable when at least one
pole of its transfer function is shifted to the right
half of s-plane.(ROC doesn’t include Imaginary
axis jω)
23
σ
σ
σ
jω
Poles
24
Problems
Check causality and stability
1. x(t) = e-2t u(-t)
2. x(t) = e3t u(t)
3. x(t) = e(4+3j)t u(-t)
4. x(t) = e-4t u(t)
5. x(t) = e-3t u(t) + e-2t u(t)
For a system to be causal, all poles of its transfer function must be right half of s-plane.
If signal is causal, then ROC Re{s} >a
If signal is Non causal, then ROC Re{s} <a
Causality and Stability
25
5. Find the LT and ROC of x(t)=e−3t u(t)+e-2t u(t), Check causality and stability
Solution:
L[x(t)= L[e−3t u(t)+e-2t u(t)]
X(s) =
1
(𝑠+3)
+
1
(𝑠+2)
ROC: Re{s} =σ >-3, Re{s} =σ >-2
ROC: Re{s} =σ >-2
- ∞ -3 -2 0 ∞
jω
σ
Both will converged if Re{s} =σ >-2
Causal and stable
Summary
26
27
Summary
LT for Elementary signals
28
Properties of Laplace Transform
▰ Linearity
▰ Time Scaling
▰ Time shifting
▰ Frequency or s-plane shift
▰ Multiplication by tn
▰ Integration
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▰ Differentiation
▰ Convolution
▰ Initial Value Theorem and
Final value Theorem
Linearity
30
Proof:
x(t) X(s)
Problem Hence Proved
1. Find the Laplace transform of x(t) = 2δ(t)+ 3 u(t)
L[δ(t)] 1
L[u(t)] 1/s
L[x(t)] = L[2δ(t)+ 3 u(t)] = X(s) = 2 L[δ(t)] + 3 L[u(t)]
X(s) = 2+ 3(1/s)
y(t) Y(s)
Time Scaling
31
Proof:
x(t) X(s)
Consider
Dummy variable
τ = at
t = τ/ a
dt = dτ/ a
Hence Proved
Time Shifting
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Proof:
x(t) X(s)
Consider
Dummy variable
τ = t-t0
t = τ + t0
dt = dτ
Hence Proved
Problem : Time shifting
1. Using Time shifting property, solve
33
Solution: x(t) X(s)
L[u(t-3)] =
𝑒−3𝑠
𝑠
L[u(t-3)]
Using Time shifting property
Given : t0 =3
L[u(t-3)] = X(s) = −∞
∞
𝑢(𝑡 − 3)𝑒−𝑠𝑡
𝑑𝑡
= 3
∞
𝑒−𝑠𝑡
𝑑𝑡
=
𝑒−𝑠𝑡
−𝑠
∞
3
L[u(t-3)] = X(s) = 0
∞
𝑢(𝑡 − 3)𝑒−𝑠𝑡
𝑑𝑡
=
1
−𝑠
𝑒−∞
− 𝑒−3𝑠
𝑒−∞
= 0
L[u(t-3)] =
𝑒−3𝑠
𝑠
L[u(t)] =
1
𝑠
Wkt
Time Reversal
34
Proof:
X(s)
x(t)
Time Differentiation
35
Proof:
X(s)
x(t)
General Form
Repeat
Frequency Shifting(s- Shifting) or
Modulation in frequency
36
Proof:
Hence Proved
x(t) X(s)
Problem:
Solution:
1. Find the Laplace transform of and
Solution:
2. solve
37
Solution:
= e-6 L[e-3(t-2) u(t-2)]
Given : t0 =2
= e-6 L[e-3t] e-2s
Wkt, L[e-at ] = (1/s+a)
= e-2s e-6(1/s+3)
=
e−(2s+6)
(s+3)
=
e−2(s+3)
(s+3)
x(t) X(s)
= L[e-3(t-2+2) u(t-2)]
L[u(t-2)] =
𝑒−2𝑠
𝑠
Sub : s by s+3
=
𝑒−2(𝑠+3)
(𝑠+3)
Problem : Frequency Shifting+ Time Shifting
Frequency Differentiation
38
X(s)
x(t)
1.Determine LT of
Solution:
n=1
L[t u(t)] = (-1)
𝑑
𝑑𝑠
L[u(t)]
Wkt
L[u(t)] = 1/s
= (-1)
𝑑
𝑑𝑠
(
1
𝑠
)
= (-1)
𝑑
𝑑𝑠
( 𝑠−1
)
= (-1) ( −𝑠−2
)
= 1/𝑠2
L[t u(t)]
L[t2 u(t)]= 2/𝑠3
Similarly
Ramp signal
Parabolic signal
Convolution Theorem
39
L[x1(t) * x2(t)] X1(s) . X2(s)
1.Consider x1(t) = u(t) and x2(t) =𝑒−5𝑡
u(t)
Y(s) = X1(s) . X2(s)
L[x1(t)] =
1
𝑠
L[x2(t)] =
1
𝑠+5
Y(s) =
𝐴
𝑠
+
𝐵
𝑠+5
Y(s) =
1
𝑠
.
1
𝑠+5
=
𝐴 𝑠+5 +𝐵𝑠
𝑠(𝑆+5)
Y(s) =
1
𝑠(𝑠+5)
Sub s=0
A= 1/5
Sub s=-5
B= -1/5
Y(s) =
1/5
𝑠
+
−1/5
𝑠+5
Sub A and B in (1)
(1)
ILT [Y(s)] = y(t)
y(t) =
1
5
u(t) -
1
5
𝑒−5𝑡
u(t)
Initial and Final Value Theorem
40
Initial value Theorem Final value Theorem
x(∞+) = lim
𝑆→0
𝑠𝑋(𝑠)
x(0+) = lim
𝑆→∞
𝑠𝑋(𝑠)
1. Determine the Initial value and final value of x(t) whose Laplace transform is X(s) =
𝟐𝒔+𝟓
𝒔(𝒔+𝟑)
x(0+) = lim
𝑆→∞
𝑠𝑋(𝑠)
Initial value Theorem
Solution:
x(0+) = lim
𝑆→∞
𝑠
𝟐𝒔+𝟓
𝒔(𝒔+𝟑)
x(0+) = lim
𝑆→∞
𝑠(𝟐+
5
𝑠
)
𝑠(1+
3
𝑠
)
x(0+) = 2
Final value Theorem
x(∞+) = lim
𝑆→0
𝑠𝑋(𝑠)
x(∞+) = lim
𝑆→0
𝑠
𝟐𝒔+𝟓
𝒔(𝒔+𝟑)
x(∞+) =
5
3
Initial and Final Value Theorem
41
Initial value Theorem Final value Theorem
x(∞+) = lim
𝑆→0
𝑠𝑋(𝑠)
x(0+) = lim
𝑆→∞
𝑠𝑋(𝑠)
2. Determine the Initial value and final value of x(t) whose Laplace transform is X(s) =
𝒔+𝟓
(𝒔𝟐+𝟑𝒔+𝟐)
x(0+) = lim
𝑆→∞
𝑠𝑋(𝑠)
Initial value Theorem
Solution:
x(0+) = 1
Final value Theorem
x(∞+) = lim
𝑆→0
𝑠𝑋(𝑠)
x(∞+) = 0
x(0+) = lim
𝑆→∞
𝑠
𝒔+𝟓
(𝒔𝟐+𝟑𝒔+𝟐)
x(0+) = lim
𝑆→∞
𝑠
𝒔(𝟏+
𝟓
𝒔
)
𝒔𝟐(𝟏+
𝟑
𝒔
+
𝟐
𝒔𝟐)
x(∞+) = lim
𝑆→0
𝑠
𝒔+𝟓
(𝒔𝟐+𝟑𝒔+𝟐)
Inverse Laplace transform using Partial
fraction
42
Partial fraction
types
01
L[eat]u(t) = Roc, Re{s} σ > a
L[-e-at]u(-t) = Roc, Re{s} σ < a
02
03
Problems ( Simple Poles)
43
1.Determine Inverse LT of
Solution:
𝐴 𝑠 + 1 𝑠 + 2 + 𝐵𝑠 𝑠 + 2 + 𝐶𝑠(𝑠 + 1)
𝑠(𝑠 + 1)(𝑠 + 2)
2 = 𝐴 𝑠 + 1 𝑠 + 2 + 𝐵𝑠 𝑠 + 2 + 𝐶𝑠(𝑠 + 1)
Sub S= 0
2 = 𝐴 1 2
A = 1
Sub S= -1
2 = 𝐴 −1 + 1 −1 + 2 + 𝐵(−1) −1 + 2 + 𝐶(−1)(−1 + 1)
B = -2
(1)
44
Sub S= -2
2 = 𝐴 −2 + 1 −2 + 2 + 𝐵(−2) −2 + 2 + 𝐶(−2)(−2 + 1)
C = 1
Sub A, B and C in (1)
X(s) =
𝐴
𝑠
+
𝐵
(𝑠 + 1)
+
𝐶
(𝑠 + 2)
X(s) =
1
𝑠
+
−2
(𝑠 + 1)
+
1
(𝑠 + 2)
ILT [X(s)] = x(t)
x(t) =𝑢 𝑡 − 2 𝑒−𝑡
𝑢 𝑡 + 𝑒−2𝑡
𝑢(𝑡)
𝑒−𝑎𝑡
𝑢 𝑡 =
1
(𝑠 + 𝑎)
45
Problems ( Multiple Poles)
2.Determine Inverse LT of
Solution:
=
𝐴 𝑠+1 (𝑠+2)2+𝐵𝑠(𝑠+2)2+𝐶𝑠 𝑠+1 +𝐷𝑠(𝑠+1)(𝑠+2)
𝑠(𝑠+1)(𝑠+2)2
2 = 𝐴 𝑠 + 1 (𝑠 + 2)2
+𝐵𝑠(𝑠 + 2)2
+ 𝐶𝑠 𝑠 + 1 + 𝐷𝑠(𝑠 + 1)(𝑠 + 2)
C = 1
Sub S= 0
A = 1/2
Sub S= -1
B = -2
Sub S= -2
(1)
46
2 = 𝐴 𝑠 + 1 (𝑠 + 2)2
+𝐵𝑠(𝑠 + 2)2
+ 𝐶𝑠 𝑠 + 1 + 𝐷𝑠(𝑠 + 1)(𝑠 + 2)
2 = 𝐴 𝑠 + 1 (𝑠2
+ 2𝑠 + 4) + 𝐵𝑠(𝑠2
+ 2𝑠 + 4) + 𝐶𝑠 𝑠 + 1 + 𝐷𝑠(𝑠2
+ 3𝑠 + 2)
2 = 𝐴𝑠3
+ 2𝐴𝑠2
+ 4𝐴𝑠 + 𝐴𝑠2
+ 2𝐴𝑠 + 4𝐴 + 𝐵𝑠3
+ 2𝐵𝑠2
+ 4𝐵𝑠 + 𝐶𝑠2
+ 𝐶𝑠 + 𝐷𝑠3
+ 3𝐷𝑠2
+ 2𝐷𝑠)
Equating 𝑡ℎ𝑒 𝑐𝑜𝑒𝑓𝑓𝑖𝑐𝑒𝑛𝑡 𝑜𝑓 𝑠3
0= A+B+D
0= 0.5-2+D D= 1.5 or 3/2
X(s) =
𝐴
𝑠
+
𝐵
(𝑠+1)
+
𝐶
(𝑠+2)2 +
𝐷
𝑠+2
Sub A,B,C and D in (1)
X(s) =
0.5
𝑠
−
2
(𝑠+1)
+
1
(𝑠+2)2 +
1.5
𝑠+2
x(t) =0.5𝑢 𝑡 − 2 𝑒−𝑡
𝑢 𝑡 + 𝑡𝑒−2𝑡
𝑢 𝑡 + 1.5 𝑒−2𝑡
𝑢 𝑡
ILT [X(s)] = x(t)
47
Problems ( Complex Poles)
3.Determine Inverse LT of X(s) =
(2𝑠+1)
(𝑠+1)(𝑠2+2𝑠+2)
Solution:
X(s) =
(2𝑠+1)
(𝑠+1)(𝑠2+2𝑠+2)
X(s) =
𝐴
(𝑠+1)
+
𝐵𝑠+ 𝐶
(𝑠2+2𝑠+2)
(2𝑠 + 1)
(𝑠 + 1)(𝑠2 + 2𝑠 + 2)
=
𝐴
(𝑠 + 1)
+
𝐵𝑠 + 𝐶
(𝑠2 + 2𝑠 + 2)
(2𝑠 + 1)
(𝑠 + 1)(𝑠2 + 2𝑠 + 2)
=
𝐴 𝑠2
+ 2𝑠 + 2 + 𝐵𝑠 + 𝐶(𝑠 + 1)
(𝑠 + 1)(𝑠2 + 2𝑠 + 2)
C = 3 A = -1
Equating 𝑡ℎ𝑒 𝑐𝑜𝑒𝑓𝑓𝑖𝑐𝑒𝑛𝑡 𝑜𝑓 𝑠2
, s and constant
B = 1
(1)
48
X(s) =
𝐴
(𝑠 + 1)
+
𝐵𝑠 + 𝐶
(𝑠2 + 2𝑠 + 2)
(1)
Sub A,B and C in (2)
X(s) =
𝐴
(𝑠 + 1)
+
𝐵𝑠 + 𝐶
(𝑠 + 1)2 + 1)
(2)
X(s) =
−1
(𝑠 + 1)
+
𝑠 + 3
(𝑠 + 1)2 + 1)
X(s) =
−1
(𝑠 + 1)
+
𝑠 + 1 + 2
(𝑠 + 1)2 + 1
X(s) =
−1
(𝑠+1)
+
𝑠+1
(𝑠+1)2+1
+
2
(𝑠+1)2+1
ILT [X(s)] = x(t) x(t) =𝑒−𝑡
𝑢 𝑡 − 𝑒−𝑡
cos 𝑡 𝑢 𝑡 + 2𝑒−𝑡
sin 𝑡 𝑢 𝑡
L[𝑒−𝑎𝑡
cos t] 𝑠 + 𝑎
(𝑠 + 𝑎)2 + 𝑎2
L[𝑒−𝑎𝑡
sin t]
𝑎
(𝑠 + 𝑎)2 + 𝑎2
Problems ( Complex Poles)
Problem Using RoC
49
4.Determine Inverse LT of X(s) =
4
(𝑠+2)(𝑠+4)
if ROC (i) -2 >Re(s) > -4 , (ii) Re(s) < -4
=
𝐴 𝑠+4 +𝐵 𝑠+2
(𝑠+2)(𝑠+4)
X(s) =
4
(𝑠+2)(𝑠+4)
=
𝐴
(𝑠+2)
+
𝐵
(𝑠+4)
4
(𝑠+2)(𝑠+4)
A = 2 B = −2
X(s) =
2
(𝑠+2)
-
2
(𝑠+4)
Sub in (1)
(1)
x(t) =2𝑒−2𝑡
𝑢 𝑡 − 2𝑒−4𝑡
𝑢 𝑡
50
(i) ROC -2 >Re(s) > -4
(ii) ROC Re(s) < -4
x(t) = −2𝑒−2𝑡
𝑢 −𝑡 − 2𝑒−4𝑡
𝑢 𝑡
x(t) =2𝑒−2𝑡
𝑢 𝑡 − 2𝑒−4𝑡
𝑢 𝑡
- ∞ 0 ∞
jω
σ
Re(s)<-2 and Re(s)> -4
L[eat]u(t) = Roc, Re{s} σ > a
L[-e-at]u(-t) = Roc, Re{s} σ < a
x(t) =2𝑒−2𝑡
𝑢 𝑡 − 2𝑒−4𝑡
𝑢 𝑡
- ∞ 0 ∞
jω
σ
x(t) = −2𝑒−2𝑡
𝑢 −𝑡 + 2𝑒−4𝑡
𝑢 −𝑡
Problem Using RoC
51
(iii) ROC Re(s) > 2
x(t) =2𝑒−2𝑡
𝑢 𝑡 − 2𝑒−4𝑡
𝑢 𝑡
x(t) =2𝑒−2𝑡
𝑢 𝑡 − 2𝑒−4𝑡
𝑢 𝑡
- ∞ 0 ∞
jω
σ
Problem Using RoC
THANK YOU
53
https://www.tutorialspoint.com/signals_and_systems/region_of_c
onvergence.htm
http://jntuhsd.in/uploads/programmes/Module16_LT_14.0_.2017_
.PDF (Properties)

EC8352-Signals and Systems - Laplace transform

  • 1.
    Hello! Nimitha N Assistant Professor/ECE nimithaece@rmkcet.ac.in 1 Pierre-SimonLaplace One of the first scientists to suggest the existence of black holes
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    Deals with AperiodicSignals Input signal changing often at t=0 Stability analysis Region of Convergence Time Domain to complex frequency domain(S-Domain) 4 Laplace Transform
  • 5.
    Formula for LaplaceTransform 5 ▰ It is used to transform a time domain to complex frequency domain signal (s-domain) ▰ Two Sided Laplace transform (or) Bilateral Laplace transform Let 𝑥(𝑡) be a continuous time signal defined for all values of 𝑡. Let 𝑋(𝑆) be Laplace transform of 𝑥(𝑡). ▰ One sided Laplace transform (or) Unilateral Laplace transform Let 𝑥(𝑡) be a continuous time signal defined for 𝑡≥0 (ie If 𝑥(𝑡) is causal) then,
  • 6.
    ▰ Inverse Laplacetransform (S-domain signal 𝑋(𝑆) Time domain signal x(t) ) ▰ Transform: x(t)  X(s), where t is integrated and s is variable ▰ Conversely X(s)  x(t), t is variable and s is integrated ▰ The Laplace transform helps to scan exponential signal and sinusoidal signal 6 Complex variable, S= α + jω Formula for Laplace Transform
  • 7.
    Laplace transform forelementary signals 1) Solution 2) Solution 7 Impulse signal L[δ(t)] Step signal L[u(t)]
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    Laplace transform forelementary signals 3) Solution 4) Solution 8 Constant Exponential signal
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    Laplace transform forelementary signals 5) 6) Solution W.k.t 9 Exponential signal
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    Laplace transform forelementary signals 7) 8) 9) 10 Hint x(t) = cos ω0 t u(t) x(t) = sin ω0 t u(t)
  • 11.
    Laplace transform forelementary signals 8) Solution Using Euler’s Formula 11 ----> (1) (𝒔 + 𝒊𝒂) (𝒔 + 𝒊𝒂) ----> (2) Compare (1) and (2) Real part Imaginary part
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    Advantages of LaplaceTransform ▰ Signal which are not convergent on Fourier transform, will converge in Laplace transform 13
  • 14.
    Complex S Plane ▰The most general form of Laplace transform is ▰ L[x(t)]= X(s) = 𝑵(𝑺) 𝑫(𝑺) 14 LHS RHS - ∞ 0 ∞ jω σ Complex variable, S= α + jω The zeros are found by setting the numerator polynomial to Zero The Poles are found by setting the Denominator polynomial to Zero
  • 15.
    Region of Convergence Therange variation of complex variable ‘s’ (σ) for which the Laplace transform converges(Finite) is called region of convergence. Properties of ROC of Laplace Transform  ROC contains strip lines parallel to jω axis in s-plane.  ROC doesn’t contain any poles  If x(t) is absolutely integral and it is of finite duration, then ROC is entire s- plane.  If x(t) is a right sided signal(causal) then ROC : Re{s} > σ of X(s) extends to right of the rightmost pole  If x(t) is a left sided signal then ROC : Re{s} < σ of X(s) extends to left of the leftmost pole  If x(t) is a two sided sequence then ROC is the combination of two regions. 15
  • 16.
    Properties of ROCof Laplace Transform ▰ ROC doesn’t contain any poles ▰ If x(t) is absolutely integral and it is of finite duration, then ROC is entire s-plane. 16 L[e-2t u(t)] 1/(s+2) 1/(-2+2) Poles, S=-2 = 1/0 = ∞ -a a x(t) ROC includes imaginary axis jω - ∞ 0 ∞ jω σ Impulse signal have ROC is entire S plane
  • 17.
    ▰ If x(t)is a right sided signal(causal) then ROC : Re{s} > σ of X(s) extends to right of the rightmost pole ▰ If x(t) is a left sided signal then ROC : Re{s} < σ of X(s) extends to left of the leftmost pole 17 - ∞ 0 ∞ jω σ - ∞ 0 ∞ jω σ
  • 18.
    ▰ If x(t)is a two sided sequence then ROC is the combination of two regions. 18 - ∞ 0 ∞ jω σ
  • 19.
    Problem using ROC 19 1.Find the Laplace transform and ROC of x(t)=e-at u(t) Solution 2. Find the Laplace transform and ROC of x(t)=eat u(−t) Solution Right sided signal Left sided signal
  • 20.
    20 Find the Laplacetransform and ROC of x(t)=e−at u(t)+eat u(−t) Solution Problem using ROC Both sided signal Referring to the diagram, combination region lies from –a to a. Hence,
  • 21.
    Shortcut for ROC ▰Step 1: Compare real part of S complex variable (σ) with real part of coefficient of power of e ▰ Step 2: Check if the signal is left sided or right sided, then decide < or > 21 Consider L[e-2t u(t)] Step 1 : σ = -2 Step 2 : σ > -2 ROC is
  • 22.
    Roc helps tocheck the impulse response is absolutely integrable or not 22 Shortcut for ROC Find Roc of following signals 1. x(t) = e-2t u(-t) 2. x(t) = e3t u(t) 3. x(t) = e(4+3j)t u(-t) 4. x(t) = e-4t u(t) 5. x(t) = e3t u(t) + e-2t u(t) 6. x(t) = e3t u(-t) + e-2t u(-t) 7. x(t) = e-3t u(t) + e2t u(-t) - ∞ 0 ∞ jω σ
  • 23.
    Causality and Stability ▰For a system to be causal, all poles of its transfer function must be left half of s-plane. ▰ For causal system: A system is said to be stable all poles of its transfer function must be left half of s-plane, (ROC include Imaginary axis jω) ▰ For Anticausal system: A system is said to be stable all poles of its transfer function must be RHS of s-plane, (ROC include Imaginary axis jω) ▰ A system is said to be unstable when at least one pole of its transfer function is shifted to the right half of s-plane.(ROC doesn’t include Imaginary axis jω) 23 σ σ σ jω Poles
  • 24.
    24 Problems Check causality andstability 1. x(t) = e-2t u(-t) 2. x(t) = e3t u(t) 3. x(t) = e(4+3j)t u(-t) 4. x(t) = e-4t u(t) 5. x(t) = e-3t u(t) + e-2t u(t) For a system to be causal, all poles of its transfer function must be right half of s-plane. If signal is causal, then ROC Re{s} >a If signal is Non causal, then ROC Re{s} <a
  • 25.
    Causality and Stability 25 5.Find the LT and ROC of x(t)=e−3t u(t)+e-2t u(t), Check causality and stability Solution: L[x(t)= L[e−3t u(t)+e-2t u(t)] X(s) = 1 (𝑠+3) + 1 (𝑠+2) ROC: Re{s} =σ >-3, Re{s} =σ >-2 ROC: Re{s} =σ >-2 - ∞ -3 -2 0 ∞ jω σ Both will converged if Re{s} =σ >-2 Causal and stable
  • 26.
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  • 29.
    Properties of LaplaceTransform ▰ Linearity ▰ Time Scaling ▰ Time shifting ▰ Frequency or s-plane shift ▰ Multiplication by tn ▰ Integration 29 ▰ Differentiation ▰ Convolution ▰ Initial Value Theorem and Final value Theorem
  • 30.
    Linearity 30 Proof: x(t) X(s) Problem HenceProved 1. Find the Laplace transform of x(t) = 2δ(t)+ 3 u(t) L[δ(t)] 1 L[u(t)] 1/s L[x(t)] = L[2δ(t)+ 3 u(t)] = X(s) = 2 L[δ(t)] + 3 L[u(t)] X(s) = 2+ 3(1/s) y(t) Y(s)
  • 31.
    Time Scaling 31 Proof: x(t) X(s) Consider Dummyvariable τ = at t = τ/ a dt = dτ/ a Hence Proved
  • 32.
    Time Shifting 32 Proof: x(t) X(s) Consider Dummyvariable τ = t-t0 t = τ + t0 dt = dτ Hence Proved
  • 33.
    Problem : Timeshifting 1. Using Time shifting property, solve 33 Solution: x(t) X(s) L[u(t-3)] = 𝑒−3𝑠 𝑠 L[u(t-3)] Using Time shifting property Given : t0 =3 L[u(t-3)] = X(s) = −∞ ∞ 𝑢(𝑡 − 3)𝑒−𝑠𝑡 𝑑𝑡 = 3 ∞ 𝑒−𝑠𝑡 𝑑𝑡 = 𝑒−𝑠𝑡 −𝑠 ∞ 3 L[u(t-3)] = X(s) = 0 ∞ 𝑢(𝑡 − 3)𝑒−𝑠𝑡 𝑑𝑡 = 1 −𝑠 𝑒−∞ − 𝑒−3𝑠 𝑒−∞ = 0 L[u(t-3)] = 𝑒−3𝑠 𝑠 L[u(t)] = 1 𝑠 Wkt
  • 34.
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  • 36.
    Frequency Shifting(s- Shifting)or Modulation in frequency 36 Proof: Hence Proved x(t) X(s) Problem: Solution: 1. Find the Laplace transform of and Solution:
  • 37.
    2. solve 37 Solution: = e-6L[e-3(t-2) u(t-2)] Given : t0 =2 = e-6 L[e-3t] e-2s Wkt, L[e-at ] = (1/s+a) = e-2s e-6(1/s+3) = e−(2s+6) (s+3) = e−2(s+3) (s+3) x(t) X(s) = L[e-3(t-2+2) u(t-2)] L[u(t-2)] = 𝑒−2𝑠 𝑠 Sub : s by s+3 = 𝑒−2(𝑠+3) (𝑠+3) Problem : Frequency Shifting+ Time Shifting
  • 38.
    Frequency Differentiation 38 X(s) x(t) 1.Determine LTof Solution: n=1 L[t u(t)] = (-1) 𝑑 𝑑𝑠 L[u(t)] Wkt L[u(t)] = 1/s = (-1) 𝑑 𝑑𝑠 ( 1 𝑠 ) = (-1) 𝑑 𝑑𝑠 ( 𝑠−1 ) = (-1) ( −𝑠−2 ) = 1/𝑠2 L[t u(t)] L[t2 u(t)]= 2/𝑠3 Similarly Ramp signal Parabolic signal
  • 39.
    Convolution Theorem 39 L[x1(t) *x2(t)] X1(s) . X2(s) 1.Consider x1(t) = u(t) and x2(t) =𝑒−5𝑡 u(t) Y(s) = X1(s) . X2(s) L[x1(t)] = 1 𝑠 L[x2(t)] = 1 𝑠+5 Y(s) = 𝐴 𝑠 + 𝐵 𝑠+5 Y(s) = 1 𝑠 . 1 𝑠+5 = 𝐴 𝑠+5 +𝐵𝑠 𝑠(𝑆+5) Y(s) = 1 𝑠(𝑠+5) Sub s=0 A= 1/5 Sub s=-5 B= -1/5 Y(s) = 1/5 𝑠 + −1/5 𝑠+5 Sub A and B in (1) (1) ILT [Y(s)] = y(t) y(t) = 1 5 u(t) - 1 5 𝑒−5𝑡 u(t)
  • 40.
    Initial and FinalValue Theorem 40 Initial value Theorem Final value Theorem x(∞+) = lim 𝑆→0 𝑠𝑋(𝑠) x(0+) = lim 𝑆→∞ 𝑠𝑋(𝑠) 1. Determine the Initial value and final value of x(t) whose Laplace transform is X(s) = 𝟐𝒔+𝟓 𝒔(𝒔+𝟑) x(0+) = lim 𝑆→∞ 𝑠𝑋(𝑠) Initial value Theorem Solution: x(0+) = lim 𝑆→∞ 𝑠 𝟐𝒔+𝟓 𝒔(𝒔+𝟑) x(0+) = lim 𝑆→∞ 𝑠(𝟐+ 5 𝑠 ) 𝑠(1+ 3 𝑠 ) x(0+) = 2 Final value Theorem x(∞+) = lim 𝑆→0 𝑠𝑋(𝑠) x(∞+) = lim 𝑆→0 𝑠 𝟐𝒔+𝟓 𝒔(𝒔+𝟑) x(∞+) = 5 3
  • 41.
    Initial and FinalValue Theorem 41 Initial value Theorem Final value Theorem x(∞+) = lim 𝑆→0 𝑠𝑋(𝑠) x(0+) = lim 𝑆→∞ 𝑠𝑋(𝑠) 2. Determine the Initial value and final value of x(t) whose Laplace transform is X(s) = 𝒔+𝟓 (𝒔𝟐+𝟑𝒔+𝟐) x(0+) = lim 𝑆→∞ 𝑠𝑋(𝑠) Initial value Theorem Solution: x(0+) = 1 Final value Theorem x(∞+) = lim 𝑆→0 𝑠𝑋(𝑠) x(∞+) = 0 x(0+) = lim 𝑆→∞ 𝑠 𝒔+𝟓 (𝒔𝟐+𝟑𝒔+𝟐) x(0+) = lim 𝑆→∞ 𝑠 𝒔(𝟏+ 𝟓 𝒔 ) 𝒔𝟐(𝟏+ 𝟑 𝒔 + 𝟐 𝒔𝟐) x(∞+) = lim 𝑆→0 𝑠 𝒔+𝟓 (𝒔𝟐+𝟑𝒔+𝟐)
  • 42.
    Inverse Laplace transformusing Partial fraction 42 Partial fraction types 01 L[eat]u(t) = Roc, Re{s} σ > a L[-e-at]u(-t) = Roc, Re{s} σ < a 02 03
  • 43.
    Problems ( SimplePoles) 43 1.Determine Inverse LT of Solution: 𝐴 𝑠 + 1 𝑠 + 2 + 𝐵𝑠 𝑠 + 2 + 𝐶𝑠(𝑠 + 1) 𝑠(𝑠 + 1)(𝑠 + 2) 2 = 𝐴 𝑠 + 1 𝑠 + 2 + 𝐵𝑠 𝑠 + 2 + 𝐶𝑠(𝑠 + 1) Sub S= 0 2 = 𝐴 1 2 A = 1 Sub S= -1 2 = 𝐴 −1 + 1 −1 + 2 + 𝐵(−1) −1 + 2 + 𝐶(−1)(−1 + 1) B = -2 (1)
  • 44.
    44 Sub S= -2 2= 𝐴 −2 + 1 −2 + 2 + 𝐵(−2) −2 + 2 + 𝐶(−2)(−2 + 1) C = 1 Sub A, B and C in (1) X(s) = 𝐴 𝑠 + 𝐵 (𝑠 + 1) + 𝐶 (𝑠 + 2) X(s) = 1 𝑠 + −2 (𝑠 + 1) + 1 (𝑠 + 2) ILT [X(s)] = x(t) x(t) =𝑢 𝑡 − 2 𝑒−𝑡 𝑢 𝑡 + 𝑒−2𝑡 𝑢(𝑡) 𝑒−𝑎𝑡 𝑢 𝑡 = 1 (𝑠 + 𝑎)
  • 45.
    45 Problems ( MultiplePoles) 2.Determine Inverse LT of Solution: = 𝐴 𝑠+1 (𝑠+2)2+𝐵𝑠(𝑠+2)2+𝐶𝑠 𝑠+1 +𝐷𝑠(𝑠+1)(𝑠+2) 𝑠(𝑠+1)(𝑠+2)2 2 = 𝐴 𝑠 + 1 (𝑠 + 2)2 +𝐵𝑠(𝑠 + 2)2 + 𝐶𝑠 𝑠 + 1 + 𝐷𝑠(𝑠 + 1)(𝑠 + 2) C = 1 Sub S= 0 A = 1/2 Sub S= -1 B = -2 Sub S= -2 (1)
  • 46.
    46 2 = 𝐴𝑠 + 1 (𝑠 + 2)2 +𝐵𝑠(𝑠 + 2)2 + 𝐶𝑠 𝑠 + 1 + 𝐷𝑠(𝑠 + 1)(𝑠 + 2) 2 = 𝐴 𝑠 + 1 (𝑠2 + 2𝑠 + 4) + 𝐵𝑠(𝑠2 + 2𝑠 + 4) + 𝐶𝑠 𝑠 + 1 + 𝐷𝑠(𝑠2 + 3𝑠 + 2) 2 = 𝐴𝑠3 + 2𝐴𝑠2 + 4𝐴𝑠 + 𝐴𝑠2 + 2𝐴𝑠 + 4𝐴 + 𝐵𝑠3 + 2𝐵𝑠2 + 4𝐵𝑠 + 𝐶𝑠2 + 𝐶𝑠 + 𝐷𝑠3 + 3𝐷𝑠2 + 2𝐷𝑠) Equating 𝑡ℎ𝑒 𝑐𝑜𝑒𝑓𝑓𝑖𝑐𝑒𝑛𝑡 𝑜𝑓 𝑠3 0= A+B+D 0= 0.5-2+D D= 1.5 or 3/2 X(s) = 𝐴 𝑠 + 𝐵 (𝑠+1) + 𝐶 (𝑠+2)2 + 𝐷 𝑠+2 Sub A,B,C and D in (1) X(s) = 0.5 𝑠 − 2 (𝑠+1) + 1 (𝑠+2)2 + 1.5 𝑠+2 x(t) =0.5𝑢 𝑡 − 2 𝑒−𝑡 𝑢 𝑡 + 𝑡𝑒−2𝑡 𝑢 𝑡 + 1.5 𝑒−2𝑡 𝑢 𝑡 ILT [X(s)] = x(t)
  • 47.
    47 Problems ( ComplexPoles) 3.Determine Inverse LT of X(s) = (2𝑠+1) (𝑠+1)(𝑠2+2𝑠+2) Solution: X(s) = (2𝑠+1) (𝑠+1)(𝑠2+2𝑠+2) X(s) = 𝐴 (𝑠+1) + 𝐵𝑠+ 𝐶 (𝑠2+2𝑠+2) (2𝑠 + 1) (𝑠 + 1)(𝑠2 + 2𝑠 + 2) = 𝐴 (𝑠 + 1) + 𝐵𝑠 + 𝐶 (𝑠2 + 2𝑠 + 2) (2𝑠 + 1) (𝑠 + 1)(𝑠2 + 2𝑠 + 2) = 𝐴 𝑠2 + 2𝑠 + 2 + 𝐵𝑠 + 𝐶(𝑠 + 1) (𝑠 + 1)(𝑠2 + 2𝑠 + 2) C = 3 A = -1 Equating 𝑡ℎ𝑒 𝑐𝑜𝑒𝑓𝑓𝑖𝑐𝑒𝑛𝑡 𝑜𝑓 𝑠2 , s and constant B = 1 (1)
  • 48.
    48 X(s) = 𝐴 (𝑠 +1) + 𝐵𝑠 + 𝐶 (𝑠2 + 2𝑠 + 2) (1) Sub A,B and C in (2) X(s) = 𝐴 (𝑠 + 1) + 𝐵𝑠 + 𝐶 (𝑠 + 1)2 + 1) (2) X(s) = −1 (𝑠 + 1) + 𝑠 + 3 (𝑠 + 1)2 + 1) X(s) = −1 (𝑠 + 1) + 𝑠 + 1 + 2 (𝑠 + 1)2 + 1 X(s) = −1 (𝑠+1) + 𝑠+1 (𝑠+1)2+1 + 2 (𝑠+1)2+1 ILT [X(s)] = x(t) x(t) =𝑒−𝑡 𝑢 𝑡 − 𝑒−𝑡 cos 𝑡 𝑢 𝑡 + 2𝑒−𝑡 sin 𝑡 𝑢 𝑡 L[𝑒−𝑎𝑡 cos t] 𝑠 + 𝑎 (𝑠 + 𝑎)2 + 𝑎2 L[𝑒−𝑎𝑡 sin t] 𝑎 (𝑠 + 𝑎)2 + 𝑎2 Problems ( Complex Poles)
  • 49.
    Problem Using RoC 49 4.DetermineInverse LT of X(s) = 4 (𝑠+2)(𝑠+4) if ROC (i) -2 >Re(s) > -4 , (ii) Re(s) < -4 = 𝐴 𝑠+4 +𝐵 𝑠+2 (𝑠+2)(𝑠+4) X(s) = 4 (𝑠+2)(𝑠+4) = 𝐴 (𝑠+2) + 𝐵 (𝑠+4) 4 (𝑠+2)(𝑠+4) A = 2 B = −2 X(s) = 2 (𝑠+2) - 2 (𝑠+4) Sub in (1) (1) x(t) =2𝑒−2𝑡 𝑢 𝑡 − 2𝑒−4𝑡 𝑢 𝑡
  • 50.
    50 (i) ROC -2>Re(s) > -4 (ii) ROC Re(s) < -4 x(t) = −2𝑒−2𝑡 𝑢 −𝑡 − 2𝑒−4𝑡 𝑢 𝑡 x(t) =2𝑒−2𝑡 𝑢 𝑡 − 2𝑒−4𝑡 𝑢 𝑡 - ∞ 0 ∞ jω σ Re(s)<-2 and Re(s)> -4 L[eat]u(t) = Roc, Re{s} σ > a L[-e-at]u(-t) = Roc, Re{s} σ < a x(t) =2𝑒−2𝑡 𝑢 𝑡 − 2𝑒−4𝑡 𝑢 𝑡 - ∞ 0 ∞ jω σ x(t) = −2𝑒−2𝑡 𝑢 −𝑡 + 2𝑒−4𝑡 𝑢 −𝑡 Problem Using RoC
  • 51.
    51 (iii) ROC Re(s)> 2 x(t) =2𝑒−2𝑡 𝑢 𝑡 − 2𝑒−4𝑡 𝑢 𝑡 x(t) =2𝑒−2𝑡 𝑢 𝑡 − 2𝑒−4𝑡 𝑢 𝑡 - ∞ 0 ∞ jω σ Problem Using RoC
  • 52.
  • 53.