Millimeter-Wave Radar-Based Elderly Fall Detection Fed by One-Dimensional Point Cloud and Doppler

This paper presents an elderly fall detection technique fed by one-dimensional (1-D) point cloud and doppler velocity. In the proposed technique, the long short-term memory (LSTM) network is created and then employed as an intelligent classifier of fall detection. 1-D point clouds and doppler veloci...

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Principais autores:	Chainarong Kittiyanpunya, Pongsathorn Chomdee, Akkarat Boonpoonga, Danai Torrungrueng
格式:	Artigo
語言:	Inglês
出版:	IEEE 2023-01-01
叢編:	IEEE Access
主題:	Fall detection point cloud doppler FMCW millimeter-wave radar LSTM
在線閱讀:	https://ieeexplore.ieee.org/document/10188814/
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