Radar target classification considering unknown classes using deep convolutional neural network ensemble

Abstract The target classification of unknown classes using radar sensor data is discussed. The neural network‐based classifier shows high classification accuracy for the learned class targets. However, there is a risk of false decision for the untrained class target owing to an overconfidence probl...

Full description

Bibliographic Details
Main Authors: Byeong–ho Lee, Seongwook Lee, Seokhyun Kang, Seong–Cheol Kim, Yong–Hwa Kim
Format: Article
Language:English
Published: Wiley 2021-10-01
Series:IET Radar, Sonar & Navigation
Online Access:https://doi.org/10.1049/rsn2.12125