both parents need to give permission for the issuing of a passport.
after that there is nothing more required.
...and if they DO ask where the mother is, as they did in my case, i simply told them that she had left on a previous flight and i was taking the kids to reunite with her at our destination.
anyway, i doubt the op will have any problems at all as it doesn't seem there are any "suspicious" circumstances.