GCN-Enhanced Multidomain Fusion Network for Through-Wall Human Activity Recognition
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Geoscience and Remote Sensing Letters"
DOI: 10.1109/lgrs.2022.3176117
Abstract: This letter considers the problem of human activity recognition (HAR) behind the walls using ultrawideband (UWB) radar. The graph convolutional network (GCN)-enhanced multidomain fusion network (GMFN) is proposed to improve the recognition performance by utilizing… read more here.
Keywords: recognition; human activity; network; multidomain fusion ... See more keywords
Multidomain Fusion Method for Human Head Movement Recognition
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Instrumentation and Measurement"
DOI: 10.1109/tim.2023.3238750
Abstract: In this article, we consider the problem of human head movement recognition (HMR) using linear frequency-modulated continuous-wave (LFMCW) radar. The multidomain fusion network is proposed to improve the HMR performance, which extracts and fuses the… read more here.
Keywords: head movement; fusion; multidomain fusion; movement recognition ... See more keywords