Why is broadcast media regulated but print media is not?

The "broadcast spectrum" -- the range of wavelengths available for radio, television, etc. -- is limited, so there has to be a way to decide who gets a bit of it and who doesn't. But there's an unlimited supply of paper, so there's no restriction.