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A lightweight hybrid vision transformer network for radar-based human activity recognition

Radar-based human activity recognition (HAR) offers a non-contact technique with privacy protection and lighting robustness for many advanced applications. Complex deep neural networks demonstrate significant performance advantages when classifying the radar micro-Doppler signals that have unique co...

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Detalles Bibliográficos
Autores principales: Huan, Sha, Wang, Zhaoyue, Wang, Xiaoqiang, Wu, Limei, Yang, Xiaoxuan, Huang, Hongming, Dai, Gan E.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10590397/
https://www.ncbi.nlm.nih.gov/pubmed/37865672
http://dx.doi.org/10.1038/s41598-023-45149-5