From your description, it would seem to be an AC hum picked up by the speaker wire itself. Probably not terribly easy to fix in an RV. You could test by running a different wire from the radio to the speaker. Just on the outside through the door or window and see if the noise goes away. Of course disconnect the existing wire at both ends first.