Iceman - while I agree that if everything else is done correctly, voltages won't make too much of a difference, there's this thing called head room. It's a very useful thing to have...
Noise rejection won't be just in regards to the wiring that's added to the car for a project like this though. A higher voltage would be ideal (not I'm not saying 8v here).