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Signal Characteristics Common Signal in Engineering Singularity Function

Signal Characteristics Common Signal in Engineering Singularity Function. Section 2.2-2.3. Signal Characteristics. Review Even function Odd function Periodic Signal. Represent x e (t) in terms of x(t). X e (t) X(t)= X e (t)+X o (t) X e (t)=X(t)-X o (t) Xo(t)=-Xo(-t)

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Signal Characteristics Common Signal in Engineering Singularity Function

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  1. Signal CharacteristicsCommon Signal in EngineeringSingularity Function Section 2.2-2.3

  2. Signal Characteristics • Review • Even function • Odd function • Periodic Signal

  3. 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

  4. 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

  5. Even Function Example(2) X(t) X(-t) (X(t)+X(-t))/2 gives you an even function!

  6. Odd Function Example(1) X(t) X(-t) (X(t)-X(-t))/2 gives you an odd function!

  7. 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

  8. Answer

  9. 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

  10. Is This Signal Periodic?

  11. 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)

  12. Is This Signal Periodic? x(t)=x1(t)+x2(t)+x3(t)+x4(t) π is irrational, aperiodic

  13. Common Signals in Engineering X(t)=Ceatoccurs frequently in circuits! C and a can be complex! C and a are real C is complex and a is imaginary C and a are complex

  14. Euler’s Formula

  15. Mathematica Example

  16. Complex Exponential in Polar Form

  17. Case 1: C and a are real (Bacterial growth)

  18. Case 2: C=complex, a is imaginary

  19. Application Example

  20. Case 3: C=Complex and a=complex

  21. Singular Functions • Unit Step Function • Rectangular Function • Impulse Response

  22. Unit Step Function

  23. Properties of Unit Step Function u(2t-1) u(at-1)=u(t-1/a) u(t-1/2)

  24. u(t)=1-u(-t)

  25. Multiple Plots Using Mathematica

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