High Precision Classification of Resting and Eating Behaviors of Cattle by Using a Collar-Fitted Triaxial Accelerometer Sensor

High Precision Classification of Resting and Eating Behaviors of Cattle by Using a Collar-Fitted Triaxial Accelerometer Sensor

Cattle are less active than humans. Hence, it was hypothesized in this study that transmitting acceleration signals at a 1 min sampling interval to reduce storage load has the potential to improve the performance of motion sensors without affecting the precision of behavior classification. The behav...

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Bibliographic Details
Main Authors: Kim Margarette Corpuz Nogoy, Sun-il Chon, Ji-hwan Park, Saraswathi Sivamani, Dong-Hoon Lee, Seong Ho Choi
Format: Article
Language:English
Published: MDPI AG 2022-08-01
Series:Sensors
Subjects:
machine learning
cattle behavior
triaxial accelerometer
sampling rate
sampling interval
Online Access:https://www.mdpi.com/1424-8220/22/16/5961

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https://www.mdpi.com/1424-8220/22/16/5961

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