摘要详情

ID / 提交时间

278 / 2020-01-05 08:36:00

标题

Target Detection in Clutter Using Receiver with Reduced DOF in Frequency Domain

关键字

reduced degrees of freedom; clutter; target detection

主题及专题

IEEE SAM 2020: Full Regular Papers

状态

全文录用

作者

Yang Li / University of Electronic Science and Technology of China, China

Qian He / University of Electronic Science and Technology of China, China

Rick Blum / Lehigh University, USA

Alexander M. / New Jersey Institute of Technology, USA

摘要

This paper addresses the problem of target detection against a background of clutter by using frequency snapshots with reduced degrees of freedom (DOF). We derive the optimal detector under the Neyman-Pearson criterion for general frequency snapshots selection with arbitrary DOF. If the clutter statistics are known/well-estimated, a greedy method for selecting the frequency snapshots
is presented. For unknown clutter statistics, we employ a uniform random frequency snapshot selection method and show how the DOF employed affects the detection performance.