When the [bottom] lies on [his] partner's chest, a better description is the reverse missionary position.
Learn more about reverse missionary position from Wikipedia.
Basic sex position, where the 'giver' is on the bottom, while the 'receiver' is on top.
Learn more about inverted missionary from GayDemon.