26 citations · 42 across the 5 of their papers we have counts for
5 papers
Generalization Theory for Through-the-Wall Radar Human Activity Recognition
Weicheng Gao
Through-the-wall radar (TWR) human activity recognition (HAR) is important for non-line-of-sight indoor sensing, security monitoring, and emergency rescue. However, structured dist…
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…
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…
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…
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…