Analysis of Accelerometer and GPS Data for Cattle Behaviour Identification and Anomalous Events Detection

Analysis of Accelerometer and GPS Data for Cattle Behaviour Identification and Anomalous Events Detection

In this paper, a method to classify behavioural patterns of cattle on farms is presented. Animals were equipped with low-cost 3-D accelerometers and GPS sensors, embedded in a commercial device attached to the neck. Accelerometer signals were sampled at 10 Hz, and data from each axis was independent...

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Bibliographic Details
Main Authors: Javier Cabezas, Roberto Yubero, Beatriz Visitación, Jorge Navarro-García, María Jesús Algar , Emilio L. Cano, Felipe Ortega
Format: Article
Language:English
Published: MDPI AG 2022-02-01
Series:Entropy
Subjects:
animal behaviour
pattern recognition
anomaly detection
clustering
spectral analysis
accelerometer sensor
Online Access:https://www.mdpi.com/1099-4300/24/3/336

Internet

https://www.mdpi.com/1099-4300/24/3/336

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