Savio's body was found in a dry bathtub in 2004. Her death was ruled accidental but later changed to a homicide after a second autopsy.
Peterson has also been named a suspect in the disappearance of his fourth wife, Stacy Peterson, who has been missing since October 2007.
The hearing could take up to a month with up to 60 witnesses.