In my Celestial Encyclopaedia (sad I know) Astronomy is defined thus: 'The scientific study of matter in outer space, especially the positions, dimensions, distribution, motion, composition, energy, and evolution of celestial bodies and phenomena'.
It would seem it's not restricted to the study of stars exclusively.