Non-Contact Human Motion Recognition Based on UWB Radar

Human motion recognition is crucial for surveillance, search and rescue operation, smart homes, and senior care. In daily life, there exists various kinds of human motions with widely different characteristics and meanwhile they also exhibit some clustering features, which make it difficult for reco...

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Veröffentlicht in:	IEEE journal on emerging and selected topics in circuits and systems 2018-06, Vol.8 (2), p.306-315
Hauptverfasser:	Ding, Chuanwei, Zhang, Li, Gu, Chen, Bai, Lei, Liao, Zhicheng, Hong, Hong, Li, Yusheng, Zhu, Xiaohua
Format:	Artikel
Sprache:	eng
Schlagworte:	<italic xmlns:ali="http://www.niso.org/schemas/ali/1.0/" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">in-situ and non-<italic xmlns:ali="http://www.niso.org/schemas/ali/1.0/" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">in-situ motion Doppler radar Feature extraction Human motion recognition Legged locomotion machine learning multiple-layer classification non-contact Spectrogram Time-frequency analysis Ultra wideband radar UWB radar WRTFT method
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