most citedTWR-MCAE: A Data Augmentation Method for Through-the-Wall Radar Human Motion Recognition

26 citations · 42 across the 5 of their papers we have counts for

collaborators

5 papers

eess.SP2024

Generalization Ability Analysis of Through-the-Wall Radar Human Activity Recognition

Weicheng Gao, Xiaodong Qu, Xiaopeng Yang

Through-the-Wall radar (TWR) human activity recognition (HAR) is a technology that uses low-frequency ultra-wideband (UWB) signal to detect and analyze indoor human motion. However…

eess.SP2024

Generalizable Indoor Human Activity Recognition Method Based on Micro-Doppler Corner Point Cloud and Dynamic Graph Learning

Xiaopeng Yang, Weicheng Gao, Xiaodong Qu +1

Through-the-wall radar (TWR) human activity recognition can be achieved by fusing micro-Doppler signature extraction and intelligent decision-making algorithms. However, limited by…

eess.SP2024★ 16 cited

Through-the-Wall Radar Human Activity Micro-Doppler Signature Representation Method Based on Joint Boulic-Sinusoidal Pendulum Model

Xiaopeng Yang, Weicheng Gao, Xiaodong Qu +2

With the help of micro-Doppler signature, ultra-wideband (UWB) through-the-wall radar (TWR) enables the reconstruction of range and velocity information of limb nodes to accurately…

eess.SP2024

Moving Target Detection Method Based on Range? Doppler Domain Compensation and Cancellation for UAV-Mounted Radar

Xiaodong Qu, Xiaolong Sun, Feiyang Liu +3

Combining unmanned aerial vehicle (UAV) with through-the-wall radar can realize moving targets detection in complex building scenes. However, clutters generated by obstacles and st…

eess.SP2023★ 26 cited

TWR-MCAE: A Data Augmentation Method for Through-the-Wall Radar Human Motion Recognition

Weicheng Gao, Xiaopeng Yang, Xiaodong Qu +1

To solve the problems of reduced accuracy and prolonging convergence time of through-the-wall radar (TWR) human motion due to wall attenuation, multipath effect, and system interfe…