Please get tested for food allergies. That could be the reason. Try to see if you react after eating nuts, eggs, milk, fish, soy.
Are you sleeping with a down comforter or pillows? Could they have dust in them? What about indoor pets? Also, does your house smell musty or damp? You can have shortness of breath from these things. You should also go to the doc and tell them what's going on.