7

It seems like (controlled) noise can sometimes be good: dithering in an image, or a softer sound in audio, or white noise alone. Here's a paper on noise improving detectability. My intuition also says that noise in a financial trading algorithm could act as a sort of hedge.

I have few examples — only a vague philosophical instinct. Is there any general-purpose literature or theory on why and how noise can be good? Or other/better examples?

Toph
  • 173
  • 3

1 Answers1

4

Another example is setting up A/D converters - usually the input is set so that the noise just trips the least significant bit (LSB) of the converter. The noise can also be added manually - this process is also referred to as Dithering. The white papers at various A/D manufacturers can be quite useful e.g. Linear Technologies, Analog Devices and Texas Instruments.

Another term you may wish to look under is Stochastic Resonance.

lennon310
  • 3,590
  • 19
  • 24
  • 27
David
  • 2,861
  • 11
  • 13
  • Wow, "stochastic resonance" (http://en.wikipedia.org/wiki/Stochastic_resonance) is exactly what I was looking for — I was actually thinking about resonance in the back of my mind. So your answer resonated very strongly with me thanks to a little creative leap you made, which seems like a great example of stochastic resonance! – Toph Mar 23 '15 at 19:35
  • @Toph In the paper by Kay (the one you linked to) - he does mention Stochastic Resonance, so you may find additional references at the end of his paper. – David Mar 23 '15 at 19:52