I'm sure every state is different in regards to child custody laws, however if you both have joint custody I would image that you would at least have to talk to you ex about any moves you make, especially ones out of state or province, even if it states that you have the final say.
I would double check though with the courts where the papers were filed to see exactly what you can or cannot do.