You can own a cannon today. I think you can own any type of cannon that was manufactured before like 1890 (memory is fuzzy here), a "saluting" cannon for funerals and what not and otherwise you have to pay for a tax stamp then wait for the paperwork to go through. State laws vary.

Cannons are pretty neat devices to construct, especially if you try to do bore drilling with any period accurate methods.