Interesting project- Mostly out of my field, but I understand what's needed from the electronics. What sort of resistance range are you measuring? Is it appropriate for a simple voltage divider that's read with an analogRead call?
If you need to stick with measuring the RC time, running from the battery voltage should be something you can account for in the equation if necessary.