Thursday, January 19, 2017

discrete signals - DFT: a function of n?


I‘m a high school student and I haven’t studied physics or anything.



Why does the DFT depend on an integer, say k or n (it’s usually expressed like F(n)=... or F(k) or Fk, etc.) if it is supposed to deliver a frequency information of a sampled signal?


Can the frequency content of the signal be expressed as a multiple of the integer?



Answer



Let us assume that you have a finite length discrete signal x, denoted by its samples xn, $0\le n; x does not depend on n, but its is values are indexed by n. Once you index a signal with integers, it somehow "looses" its dependence to an "actual time" in seconds. In other words, one does not know how much time actually elapsed between x13 and x14. And, in a relative way, one does not care, when it comes to understanding which (relative) frequencies compose x.


When we compute the DFT of x, we turn its N values onto K other values Fk (most often K=N), indexed by $0\le k. The Fk's are Fourier amplitudes, relatively indexed by integers, but the Fourier transform, globally, does not depend on an integer.


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