You could get permission from the parents to install the recording devices, but until the child is grown up the data could be kept locked away somewhere completely inaccessible. Then when the child is old enough to grant permission you unlock that data for use. This sort of pattern should work for all studies involving children.

Honestly though, most of these kinds of studies would probably just stop at getting permission from the parents.