An Auction based LSA management

Licensed shared access (LSA) is a proposed framework that helps compensate for the lackof frequency spectrum in today’s dense networks and we consider enhanced LSA based on ADEL'sproposed structure. In this paper, unmanned aerial vehicles (UAVs) perform spectrum sensing toopportunistically access the licensed channels to help the terrestrial base stations (TBS) to provide moreguaranteed links for incumbent and licensee users. This paper aims to maximize incumbent and operators' revenue using a sequential auction approach using a new machine learning method.