The project DOES NOT WORK yet. I have now found the problem related to the strange signals on the bottom: power supply is not stable in my circuit... :-) I will fix it asap

Results

The input signal readed by the board.

The FFT computed on the PC using input signal from board and the same algorithm (should correspond to board FFT).