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.

授权共享接入（Licensed Shared Access，LSA）是一种旨在弥补当前密集网络中频谱资源短缺问题的拟议框架，本文研究基于ADEL提出的结构优化后的LSA方案。本文中，无人机（Unmanned Aerial Vehicles，UAVs）通过频谱感知实现授权信道的机会性接入，辅助地面基站（Terrestrial Base Stations，TBS）为在位用户与被许可用户提供更具可靠性的链路保障。本文旨在通过一种新型机器学习方法结合序贯拍卖策略，实现在位用户与运营商收益的最大化。