A Deep-Learning Method for Radar Micro-Doppler Spectrogram Restoration

Radio frequency interference, which makes it difficult to produce high-quality radar spectrograms, is a major issue for micro-Doppler-based human activity recognition (HAR). In this paper, we propose a deep-learning-based method to detect and cut out the interference in spectrograms. Then, we restor...

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Bibliographic Details
Main Authors: Yuan He, Xinyu Li, Runlong Li, Jianping Wang, Xiaojun Jing
Format: Article
Language:English
Published: MDPI AG 2020-09-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/20/17/5007