The Obama administration, faced with a surge in unauthorized drone flights, is set to announce a new initiative on Monday aimed at registering the owners of unmanned aerial systems (UAS), people familiar with the matter said Friday.

The announcement is expected to be made by U.S. Treasury Secretary Anthony Foxx and Michael Huerta, administrator of the Federal Aviation Administration, at a news conference attended by members of the drone industry.

Two sources who were informed of the plan said the administration will announce the formation of an independent advisory committee with the goal of creating the structure of a federal drone registry by December.