Hey...You might be hyperventilating in your sleep and really not know about it..I used to do the same thing and it scared me to death and then I started panicking just before bed. I found medication can help. Talk with your doctor to make sure nothing else is wrong...good luck
are you sleeping on your back, when this happens?