Improved pig behavior analysis by optimizing window sizes for individual behaviors on acceleration and angular velocity data

This paper presents the application of machine learning algorithms to identify pigs’ behaviors from data collected using the wireless sensor nodes mounted on pigs. The sensor node attached to a pig’s back senses the acceleration and angular velocity in three axes, and the sensed data are transmitted...

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Detalles Bibliográficos
Autores principales: Alghamdi, Saleh, Zhao, Zhuqing, Ha, Dong S, Morota, Gota, Ha, Sook S
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2022
Materias:
Animal Behavior and Cognition
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9677960/
https://www.ncbi.nlm.nih.gov/pubmed/36056754
http://dx.doi.org/10.1093/jas/skac293

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9677960/
https://www.ncbi.nlm.nih.gov/pubmed/36056754
http://dx.doi.org/10.1093/jas/skac293

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