Enhancement for noise

[SCiarella]

• [x] Make the noise function realistic
• [ ] remove the noise when in evaluate mode

[SCiarella]

not sure if the second point makes sense... It is probably an optional choice.

However in this issue it is important to address this point:

• [x] set the correct signal-to-noise ration