Yeah, you'll want to have a common ground. Ground also provides a reference for 0 volts. Without a common ground to 2 circuits may not be able to work together even though they are both getting power.

Some cars use(d) positive ground for anode corrosion reasons among other things, and isn't really applicable to anything to do with house wiring.