Try yoga. It will help to keep the stress down, it's a good excercise, and you can do it inside. But go and find a yoga studio, not gym that offers yoga. And trying to practice at home without the instructor will stress you out, as you won't know if you're doing it correctly. Plus, you can hurt yourself.
Good luck!