Multi-View Real-Time Human Motion Recognition Based on Ensemble Learning

IEEE Sensors Journal(2021)

引用 13|浏览15
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摘要
This paper deals with the real-time recognition from multiple spatial angles of concealed human motions with ultra wide band (UWB) through-the-wall radar (TWR). To conquer the performance loss incurred by diverse human motion in a single view, a multi-view real-time human motion recognition model based on ensemble learning is proposed. Specifically, we first proposes a multi-view human motion reco...
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关键词
Real-time systems,Radar,Target recognition,Stacking,Ultra wideband radar,Time-frequency analysis,Data models
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