I'd use something that gives off a light smoke flavor like cherry wood or other fruit woods (don't worry, you won't get cherry flavor from cherry wood). Heavier woods like oak, mesquite, or hickory produce a stronger smoke flavor, which, IMO, would be too strong for a beer.
As far as smoking...