TITLE: Fourier Transform on the circle
QUESTION [6 upvotes]: I've been studying the Fourier Transform on Riemannian Manifolds. I got the general idea (I think) and I started by trying to define a Fourier Transform on the circle, $S^1$. I have found that this result is already known:
$$F(n)=\frac{1}{2\pi}\int_0^{2\pi}f(\theta)e^{-in\theta}d\theta,$$ 
the same result that I got. But then I got confused... Would the inverse Fourier transform be:
$$f(\theta)=\sum_{n\in\mathbb Z}^\infty F(n) e^{in\theta}$$?
If so, if the circle doesn't have unitary radius but some value $R\in \mathbb R$ I imagine that in the definition of the Fourier transform I would have to change $d\theta \to Rd\theta$...is this correct? And what about the inverse Fourier transform?

REPLY [9 votes]: One way to think about the FT on the circle is that it is really the FT of a periodic function.  Let's think about the FT of a function $f$ that has period $p$.  We may write $f$ as
$$f(x) = \sum_{n=-\infty}^{\infty} f_0(x+n p)$$
where 
$$f_0(x) = \begin{cases} \\ f(x) & |x|<p/2 \\ 0 & |x| > p/2\end{cases}$$
We may rewrite this expression for $f$ as a convolution:
$$f(x) = f_0(x) \otimes \sum_{n=-\infty}^{\infty} \delta(x+n p) $$
where $\delta$ is the Dirac delta function and $\otimes$ denotes convolution.  The series of delta functions on the right is known as a comb function.  We may then find the FT of $f$, $\hat{f}$:
$$\hat{f}(k) = \int_{-\infty}^{\infty} dx \: f(x) \,e^{i k x}$$
by the convolution theorem.  Note that the FT of the comb function is another comb function; the result is
$$\hat{f}(k) = 2 \pi \hat{f_0}(k) \sum_{n=-\infty}^{\infty} \delta(p k - n) = \frac{2 \pi}{p} \sum_{n=-\infty}^{\infty} \hat{f_0}\left(\frac{n}{p}\right) \delta\left(k-\frac{n}{p}\right)  $$
That last step results from the sampling property of delta functions.  Taking the inverse FT gives us a new representation for $f$:
$$f(x) = \sum_{n=-\infty}^{\infty} \frac{1}{p} \hat{f_0}\left(\frac{n}{p}\right) \exp{\left(i \frac{n x}{p}\right)}$$
and, from above,
$$\frac{1}{p} \hat{f_0}\left(\frac{n}{p}\right)  = \frac{1}{p} \int_{-p/2}^{p/2} dx \: f_0(x) \exp{\left(i \frac{n x}{p}\right)}$$
Now, finally, to answer your question: the period $p$ is indicative of a map from a circle of circumference $p$ to the interval $x \in [-p/2,p/2)$.  From the above, the coefficients of a Fourier series are simply the FT of a single period of the periodic function.  Thus, the inverse transforms for the circle and the real line are one and the same.