My Wife and me stay there each 4th of July and love the place. We also stay at Peninsula State Park each September but need to make reservations 11 months out to get an electric site. Your chances of getting a site with electric and sewer are going to be much better at Bailey's Grove Camp Ground. Good Luck. Here is there web site.
http://www.baileysgrovecampground.com/