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Fourier Series

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Fourier Series Course Outline Time domain analysis (lectures 1-10) Signals and systems in continuous and discrete time Convolution: finding system response in time ... – PowerPoint PPT presentation

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Title: Fourier Series


1
Fourier Series
2
Course Outline
Roberts, ch. 1-3
  • Time domain analysis (lectures 1-10)
  • Signals and systems in continuous and discrete
    time
  • Convolution finding system response in time
    domain
  • Frequency domain analysis (lectures 11-16)
  • Fourier series
  • Fourier transforms
  • Frequency responses of systems
  • Generalized frequency domain analysis (lectures
    17-26)
  • Laplace and z transforms of signals
  • Tests for system stability
  • Transfer functions of linear time-invariant
    systems

Roberts, ch. 4-7
Roberts, ch. 9-12
3
Periodic Signals
  • For some positive constant T0
  • f(t) is periodic if f(t) f(t T0) for all
    values of t ? (-?, ?)
  • Smallest value of T0 is the period of f(t)
  • A periodic signal f(t)
  • Unchanged when time-shifted by one period
  • May be generated by periodically extending one
    period
  • Area under f(t) over any interval of duration
    equal to the period is same e.g., integrating
    from 0 to T0 would give the same value as
    integrating from T0/2 to T0 /2

4
Sinusoids
  • Fundamental f1(t) C1 cos(2 p f0 t q1)
  • Fundamental frequency in Hertz is f0
  • Fundamental frequency in rad/s is w0 2 p f0
  • Harmonic fn(t) Cn cos(2 p n f0 t qn)
  • Frequency, n f0, is nth harmonic of f0
  • Magnitude/phase and Cartesian representations
  • Cn cos(n w0 t qn) Cn cos(qn) cos(n w0 t) -
    Cn sin(qn) sin(n w0 t) an cos(n w0 t)
    bn sin(n w0 t)

5
Fourier Series
  • General representationof a periodic signal
  • Fourier seriescoefficients
  • Compact Fourierseries

6
Existence of the Fourier Series
  • Existence
  • Convergence for all t
  • Finite number of maxima and minima in one period
    of f(t)
  • What about periodic extensions of

7
Example 1
  • Fundamental period
  • T0 2
  • Fundamental frequency
  • f0 1/T0 1/2 Hz
  • w0 2p/T0 p rad/s

8
Example 2
  • Fundamental period
  • T0 2p
  • Fundamental frequency
  • f0 1/T0 1/(2p) Hz
  • w0 2p/T0 1 rad/s
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