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About "why sine waves," the mantra I learned is: "Complex exponentials are the eigenfunctions of linear systems." This means that, if you put a complex expone
by mturmon 10y ago
About "why sine waves," the mantra I learned is:
"Complex exponentials are the eigenfunctions of linear systems."
This means that, if you put a complex exponential in, you get the same complex exponential out, scaled by some constant, whose magnitude we call the "frequency response". No other functional form has this property.
They are eigenfunctions, so they are orthogonal. We can represent any function in L2 using a weighted sum of them.
- blt 10y agoBy L2 you mean the set of square-integrable functions, right?
- michalskop 10y agoShould be, see https://en.wikipedia.org/wiki/Lp_space https://en.wikipedia.org/wiki/Lp_space
- mturmon 10y agoYes, and by "represent", I mean represent with respect to the L2 norm.