雷达信号特征化的多任务学习

Jun, 2023

Multi-task Learning for Radar Signal Characterisation

Zi Huang, Akila Pemasiri, Simon Denman, Clinton Fookes, Terrence Martin

TL;DR本文提出了一种多任务学习（MTL）方法，即IQ信号变换器（IQST），用于雷达信号分类和表征，并在合成雷达数据集上展示了我们提出的MTL模型的性能，同时也提供了雷达信号表征的首个基准。

Abstract

radio signal recognition is a crucial task in both civilian and military applications, as accurate and timely identification of unknown signals is an essential part of spectrum management and electronic warfare. The majority of research in this field has focused on applying