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Updated: Dec 27, 2025

A Method for Quantifying Upper Limb Performance in Daily Life Using Accelerometers
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Invited review: Cattle lameness detection with accelerometers.

N W O'Leary1, D T Byrne2, A H O'Connor2

  • 1Land Management and Systems, Faculty of Agribusiness and Commerce, Lincoln University, Lincoln, 7647, Christchurch, New Zealand.

Journal of Dairy Science
|March 2, 2020
PubMed
Summary

Automating lameness detection in cows using accelerometers can bridge the knowledge gap in lameness prevalence. Further development of gait measurement accuracy is crucial for effective farm management.

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Area of Science:

  • Animal Science
  • Agricultural Engineering
  • Veterinary Medicine

Background:

  • Locomotion scoring is labor-intensive and often underestimated by farmers, hindering effective lameness management.
  • Automated lameness detection systems offer a solution to improve herd health monitoring and management practices.

Purpose of the Study:

  • To review the literature on accelerometer-based lameness detection in cattle.
  • To examine sensor options, data, variables, and classification methods for automated lameness detection.
  • To discuss the potential and limitations of current technologies for farm adoption.

Main Methods:

  • Literature review of accelerometer-based lameness detection systems.
  • Analysis of behavior measures (e.g., lying time) and gait measures (e.g., leg swing duration).
Keywords:
accelerometerautomatedlamenesswelfare

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  • Examination of statistical classification methods for distinguishing lame from non-lame cows.

    • Main Results:

    • Behavior-focused studies report >80% accuracy; gait-focused studies report up to 91% accuracy.
    • Gait measurement using accelerometers is less developed but shows high potential for practical application.
    • Current systems require further improvement in specificity and sensitivity for widespread adoption.

    Conclusions:

    • Accelerometer-based systems with one sensor per cow and lower frequency resolution are proposed for cost-effectiveness.
    • Development of novel gait measures is essential for accurate lameness detection in cattle.
    • Prioritizing research in gait measurement will enhance automated lameness detection systems for farms.