Oh they know. They are usign their 6th sense. So beautiful arent they!
Dont be surprised if they get quite protective of you.
Also while you still have plenty of time, start making any changes that will happen with them when the baby comes now so they are used to them after the baby is born and then dont resent the baby.

Congrats on your pregnancy