1. Limited time only! Sign up for a free 30min personal tutor trial with Chegg Tutors
    Dismiss Notice
Dismiss Notice
Join Physics Forums Today!
The friendliest, high quality science and math community on the planet! Everyone who loves science is here!

Complex Fourier Series Coeffcients; what are they?

  1. Jan 14, 2010 #1
    Complex Fourier Series Coeffcients; what are they? what do they represent?

    1. The problem statement, all variables and given/known data

    I'm not sure if this is the right place for this but it seems appropriate. I just started an intro signals and systems course at my university at the beginning of this semester. We started Complex Fourier Series wednesday and after the lecture, I was confused about a couple of things.

    I took an electrical engineering math class last semester that introduced the fundamental math that EE's should know. It didn't go into too much detail but it covered the basics. My problem is in both classes, the professors introduced complex Fourier series and talked about finding the coefficients. They never said what the complex coefficients actually are or what they represent or what they are used for. Thats my question. What are the Fourier series coefficients? What do they represent and why are they important? I suppose I could mindlessly chug through the formulas but I like to understand things in their entirety.

    Also, if anyone can recommend some supplemental reading and exercises that really helps explain the material, it would be much appreciated.

    Thanks for the help.
     
    Last edited: Jan 14, 2010
  2. jcsd
  3. Jan 14, 2010 #2
    Are you asking what the Fourier series of a function is or means? The Wikipedia entry on Fourier series provides a good introduction. They start out with real sine and cosine series because in that case it's a little easier to visualize what's going on, but that doesn't really matter -- the exponential series is just a much nicer way to keep track of all the same information.
     
  4. Jan 14, 2010 #3

    HallsofIvy

    User Avatar
    Staff Emeritus
    Science Advisor

    A "complex Fourier series" is of the form [itex]f(x)= \sum_{n=-\infty}^\infty a_n e^{inx}[/itex]. Essentially, you can think of the functions [itex]e^{inx}[/itex] as an orthonormal basis for an infinite dimensional vector space (where the inner product is defined as [/itex]<f, g>=1/(2\pi i) \int_{-\infty}^\infty f(x)\overline{g}(x)dx[/itex], where the [itex]1/(2\pi i)[/itex] "normalizes" the "basis vectors". From that, then, the coefficients are given by [itex]a_n= 1/(2\pi i)\int_{-\infty}^\infty} f(x)e^{inx}dx[/itex].
     
  5. Jan 14, 2010 #4

    What are the "coefficients"? What do they represent? Are they amplitudes of the sinusoids? Thats what I don't understand. The professor asks to find the coefficients but doesn't explain what they are.
     
  6. Jan 14, 2010 #5
    Yes, exactly the amplitudes of the sinusoids; the coefficients are the quantities [tex]a_n[/tex] in HallsOfIvy's post above.
     
  7. Jan 14, 2010 #6

    vela

    User Avatar
    Staff Emeritus
    Science Advisor
    Homework Helper
    Education Advisor

    If you expand a real function [itex]f(x)[/itex], you can show that [itex]c_n = c_{-n}^*[/itex]. If you write [itex]c_n = (a_n + i b_n)/2[/itex], you can then combine the [itex]e^{inx}[/itex] and [itex]e^{-inx}[/itex] terms and get

    [tex]c_ne^{inx}+c_{-n}e^{-inx} = a_n\frac{e^{inx}+e^{-inx}}{2}+ib_n\frac{e^{inx}-e^{-inx}}{2} = a_n\cos(nx)-b_n\sin(nx)[/tex]

    So you can think of the complex series as shorthand for the sine and cosine series.

    Another way of thinking about [itex]c_n[/itex] is that it contains all of the information about the nth frequency component, both amplitude and phase.
     
Know someone interested in this topic? Share this thread via Reddit, Google+, Twitter, or Facebook




Similar Discussions: Complex Fourier Series Coeffcients; what are they?
  1. Complex fourier series (Replies: 1)

Loading...