A non-negative signal, with bumps, is created.
After a fourier transform and sampling, the signal is recovered
via Soft Iterative Thresholding. l1 reconstruction from the low
frequencies recreates the originalsignal. The plot below shows the
original signal, the fourier transform, and the sampling on the
top row. The second row shows the Inverse Fourier Transform and
the reconstructed signal.