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Split BiRNN for real-time activity recognition using radar and deep learning

Radar systems can be used to perform human activity recognition in a privacy preserving manner. This can be achieved by using Deep Neural Networks, which are able to effectively process the complex radar data. Often these networks are large and do not scale well when processing a large amount of rad...

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Detalles Bibliográficos
Autores principales: Werthen-Brabants, Lorin, Bhavanasi, Geethika, Couckuyt, Ivo, Dhaene, Tom, Deschrijver, Dirk
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9076655/
https://www.ncbi.nlm.nih.gov/pubmed/35523811
http://dx.doi.org/10.1038/s41598-022-08240-x