I know there is a version of Fejer's theorem stating:"If $f$ is a function in $L^1(\mathbb{(- \pi, \pi)})$ then its Fejer's sums converge to $f$ in $L^1$ norm".
The question is: is this still true for Fourier transforms? I mean, is it true that $$\lim_{N\to \infty}\frac{1}{2 \pi} \int_{-N}^{N} \left(1- \frac{|\phi|}{N} \right) \widehat{f(\phi)} e^{ix \phi} d\phi = f(x)$$ in $L^1(\mathbb{R})$ for $f \in L^1(\mathbb{R})$?
I know this is true for continuous functions, and that the proof is very similar for both Fejer's sums and for this integral (you still use a convolution).
The problem here is that for the proof above (both for Fourier series and Fourier transform) you evaluate the $f$ at some point and say it is bounded. So how do you do for $L^1$ functions, whose value is not defined in single points?
The following results are well known:
Let $f_N(\phi)= \left(1- \frac{|\phi|}{N} \right) \widehat{f(\phi)} e^{ix \phi}\mathbf1_{(-N,N)}(\phi) \to \widehat{f(\phi)} e^{ix \phi} $
We have, $$\lim_{N\to\infty}f_N(\phi)= \lim_{N\to\infty}\left(1- \frac{|\phi|}{N} \right) \widehat{f(\phi)} e^{ix \phi}\mathbf1_{(-N,N)}(\phi) =\widehat{f(\phi)} e^{ix \phi} $$ pointwise and $$|f_N(\phi)| = |\left(1- \frac{|\phi|}{N} \right) \widehat{f(\phi)} e^{ix \phi}\mathbf1_{(-N,N)}(\phi)|\le |\widehat{f(\phi)}| \in L^1(\Bbb R). $$ Then by convergence dominated theorem and the above theorem we have,
$$\lim_{N\to\infty} \frac{1}{2 \pi} \int_{-N}^{N} \left(1- \frac{|\phi|}{N} \right) \widehat{f(\phi)} e^{ix \phi} d\phi \to \frac{1}{2 \pi} \int_{\Bbb R} \widehat{f(\phi)} e^{ix \phi} d\phi = f(x).$$
$$f(x) =\mathbf1_{(-1,1)}(x) $$
then, $$\widehat{f}(\phi) =c\frac{\sin\phi}{\phi}\not\in L^1(\Bbb R)$$
You can check that The property fails here.