I doubt that this is a serious issue. Emanuel most likely has a residence in Chicago and has probably kept his voter registration in the city. That would satisfy residency requirements.
I have to be honest, its not much of an issue for me at all...I just never pass up an opportunity to make fun of the president. :-)