Evaluation of sampling frequency, window size and sensor position for classification of sheep behaviour

Automated behavioural classification and identification through sensors has the potential to improve health and welfare of the animals. Position of a sensor, sampling frequency and window size of segmented signal data has a major impact on classification accuracy in activity recognition and energy n...

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Bibliographic Details
Main Authors: Emily Walton, Christy Casey, Jurgen Mitsch, Jorge A. Vázquez-Diosdado, Juan Yan, Tania Dottorini, Keith A. Ellis, Anthony Winterlich, Jasmeet Kaler
Format: Article
Language:English
Published: The Royal Society 2018-01-01
Series:Royal Society Open Science
Subjects:
Online Access:https://royalsocietypublishing.org/doi/pdf/10.1098/rsos.171442