An Improved Model for Online Detection of Early Lameness in Dairy Cows Using Wearable Sensors: Towards Enhanced Efficiency and Practical Implementation

An Improved Model for Online Detection of Early Lameness in Dairy Cows Using Wearable Sensors: Towards Enhanced Efficiency and Practical Implementation

This study proposed an online early lameness detection method for dairy cow health management to overcome the inability of wearable sensor-based methods for online detection and low sensitivity to early lameness. Wearable IMU sensors collected acceleration data in stationary and moving states; a thr...

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Bibliographic Details
Main Authors: Xiaofei Dai, Guodong Cheng, Lu Yang, Yali Wang, Zhongkun Li, Shuqing Han, Jifang Liu
Format: Article
Language:English
Published: MDPI AG 2025-07-01
Series:Agriculture
Subjects:
dairy cow lameness
early lameness detection
improved InceptionTime
feature fusion
Online Access:https://www.mdpi.com/2077-0472/15/15/1643
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