regulated power for potentiometer

[Ether]

Apologies if this question has already been discussed in detail in another thread. A quick search returned no helpful results.

What is(are) the recommended way(s) to power a potentiometer so that the signal is less affected by battery voltage change?

Would it be helpful (and legal) to tap into the power going to the radio?

Or perhaps do A/D on both the signal and the power to the pot, and use the ratio?