Air mattresses with built-in pump are allowed in carry-on bags. Please check with your airline for any size or weight restrictions.
Air Mattress with Built-in Pump
Carry On Bags: 
          Yes (Special Instructions)
        
  Checked Bags: 
          Yes
        
   The final decision rests with the TSA officer on whether an item is allowed through the checkpoint.