Falling asleep in air mattress with no supply of oxygen? Want a rundown of what would happen to you?

Can someone fall asleep in a large air mattress. Plenty big enough for a person. And die from lack of oxygen eventually while asleep? Or would you wake up gasping and thrashing until you get air.