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Signal CharacteristicsCommon Signal in Engineering
Singularity Function
Section 2.2-2.3
Signal Characteristics
• Review• Even function• Odd function• Periodic Signal
Represent xe(t) in terms of x(t)
• Xe(t)– X(t)=Xe(t)+Xo(t)
– Xe(t)=X(t)-Xo(t)• Xo(t)=-Xo(-t)• X(-t)=Xe(-t)+Xo(-t)
– Xe(t)=X(t)-Xo(-t)=X(t)+X(-t)-Xe(-t)
• Therefore Xe(t)=[X(t)+X(-t)]/2• Similarly Xo(t)=[X(t)-X(-t)]/2
Even Function Example(1)
• Xe(t)=X(t)+Xo(t)
– X(t) is the sum of an even part and an odd part. (X(t)=Xe(t)+Xo(t))
– Let X(t) be a unit step function
Even Function Example(2)
X(t) X(-t)
(X(t)+X(-t))/2 gives you an even function!
Odd Function Example(1)
X(t) X(-t)
(X(t)-X(-t))/2 gives you an odd function!
Odd Function Example
• Mathemtica function: – Use Exp[-t/2] to represent exponential– Use UnitStep[t] to zero out t<0
• Generate an odd and an even function
Answer
Periodic Signal
• X(t) is period if X(t)=X(t+T), T>0– T is the period– To is the minimum value of T that satisfies the
definition• A signal that is not period is aperiodic.
To
Is This Signal Periodic?
A Systematic Procedure
The sum of continuous-time periodic signal is period if and only if the ratios of the periods of the individual signals are ratios of integers Example: x(t)=x1(t)+x2(t)+x3(t)
Is This Signal Periodic?
x(t)=x1(t)+x2(t)+x3(t)+x4(t)
π is irrational, aperiodic
Common Signals in Engineering
X(t)=Ceat occurs frequently in circuits!C and a can be complex!1. C and a are real2. C is complex and a is imaginary3. C and a are complex
Euler’s Formula
Mathematica Example
Complex Exponential in Polar Form
Case 1: C and a are real
(Bacterial growth)
τ=𝐿 /𝑅
Case 2: C=complex, a is imaginary
Application Example
Case 3: C=Complex and a=complex
Singular Functions
• Unit Step Function• Rectangular Function• Impulse Response
Unit Step Function
Properties of Unit Step Function
u(2t-1)
u(t-1/2)
u(at-1)=u(t-1/a)
u(t)=1-u(-t)
Multiple Plots Using Mathematica