From IDNR website:
Camping is permitted by the U.S. Forest Service, Kinkaid-Reed's Creek Conservancy District, and at Johnson Creek Recreation Area at Kinkaid Village Marina who can be reached at: 618-687-4914. Camping is not allowed on DNR property. Hope that helps