WASHINGTON—In a move that will stoke a battle over the future of the Internet, the federal government plans to propose regulating broadband lines under decades-old rules designed for traditional phone networks.

The decision, by Federal Communications Commission Chairman Julius Genachowski, is likely to trigger a vigorous lobbying battle, arraying big phone and cable companies and their allies on Capitol Hill against Silicon Valley giants and consumer advocates.

Breaking...