Human Activity Classification Based on Dual Micro-Motion Signatures Using Interferometric Radar

Human Activity Classification Based on Dual Micro-Motion Signatures Using Interferometric Radar

Micro-Doppler signatures obtained from the Doppler radar are generally used for human activity classification. However, if the angle between the direction of motion and radar antenna broadside is greater than 60°, the micro-Doppler signatures generated by the radial motion of human body reduce signi...

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Bibliographic Details
Main Authors: Shahid Hassan, Xiangrong Wang, Saima Ishtiaq, Nasim Ullah, Alsharef Mohammad, Abdulfattah Noorwali
Format: Article
Language:English
Published: MDPI AG 2023-03-01
Series:Remote Sensing
Subjects:
human activity classification
dual micro-motion signatures
motion capture (MOCAP) data
time-frequency analysis
interferometric radar
deep convolutional neural network (DCNN)
Online Access:https://www.mdpi.com/2072-4292/15/7/1752

Internet

https://www.mdpi.com/2072-4292/15/7/1752

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