[Math] Fourier transform of a compactly supported function

fourier analysisharmonic-analysisreal-analysis

In which space does the Fourier transform of a smooth compactly supported function $\phi$ lie?
I would not say it lies in $\mathcal{S}$, heuristically as one can approximate the step function which is $1$ in $[0,1]$ and $0$ outside by smooth functions, and the Fourier transform of that function decays very slowly.

What if I add the requirement that the integral average of $\phi$ is $0$? I would expect cancellation in the phase space, the higher the frequency, the higher the cancellation.

Any hint would be appreciated!

Best Answer

It indeed lies in the Schwartz space, which is the space $$ \mathcal{S} := \left\{f: \mathbb{R} \to \mathbb{R} \,:\, \forall \alpha,\beta \in \mathbb{N}\, \sup_{x\in\mathbb{R}} \left|x^\alpha f^{(\beta)}(x)\right| < \infty \right\} $$ where $f^{(n)}$ denotes the $n$-th derivative of $f$. This definition looks a bit intimidating at first, but it's easy to understand. A function $f$ lies in $\mathcal{S}$ if it decays rapidly, i.e. faster than any polynomial grows (thus $x^nf(x)$ is bounded for every n), and if the same is true for every derivative of $f$.

This space is closed under fourier transform, i.e. if $f \in S$, then so is the fourier transform $\mathcal{F}(f)$. The same is true from the reverse fourier transform. The space of compactly supported $C^\infty$ functions is quite obviously a subspace of $\mathcal{S}$, hence it's image under $\mathcal{F}$ is thus also a subspace of $\mathcal{S}$.

The problem with your reasoing is that you're thinking about pointwise limits. Under those, $\mathcal{S}$ isn't complete, so knowing something about the limit doesn't tell you much about $\mathcal{S}$. There are topologies on $\mathcal{S}$ which make it a complete space, and under those you indeed cannot approximate the step function by functions in $\mathcal{S}$. The "trick" of those topologies is basically to force convergence of all the derivatives, which e.g. prevents you from approximating any discontinous functions.

Related Question