Noise

Signals vs. Noise

A (maybe The) job of science is to decode what is signal and what is noise.

Sometimes it's obvious, most of the time it's not.

There are stars in the sky after all!

Signal vs. Noise

A quick calc: $$ \frac{1024 \; \textrm{bits}}{5 \; \textrm{V}} = 204.8 \; \textrm{bits/V}$$ or, more useful would be how many Volts per bit: $$ \frac{5 \; \textrm{V}}{1024 \; \textrm{bits}} = 0.00488281 \; \textrm{V/bit} \approx 5 \; \textrm{mV}/\; \textrm{bit}$$

Options?

Improve your instrumentation ($)

Reduce the environmental noise in your experiment ($ and Brains)

Do some math (just brains)

Improve your instrumentation ($)

Always a tradeoff between speed and resolution

Reduce the environmental noise in your experiment ($ and Brains and sometime Brawn)

Math

Averaging (or smoothing)

Other techniques