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Technical Note on Pickup Acceleration Signal Processing.

Mark E Pryer1, John Cronin1,2, Jono Neville1

  • 1Auckland University of Technology, Sports Performance Research Institute, FHES, SPRINZ, Auckland New Zealand; and.

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|March 11, 2026
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Summary
This summary is machine-generated.

This study presents a new method for analyzing sprint acceleration (pickup acceleration) in athletes using motorized linear position encoder technology. The technique allows for detailed, step-by-step mechanical insights in field settings, aiding personalized training programs.

Keywords:
biomechanicsspeed developmentsprint performancesprintingteam sports

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Area of Science:

  • Sports Science
  • Biomechanics
  • Motor Control

Background:

  • Sprint acceleration, specifically pickup acceleration from dynamic positions, is crucial for team sports performance.
  • Existing research on pickup acceleration is limited, hindering a deep understanding of its mechanics.
  • Laboratory-based biomechanical analysis of sprint acceleration is often impractical for field settings.

Purpose of the Study:

  • To develop and validate a customized signal processing method for analyzing step-specific variables during pickup acceleration.
  • To extract key mechanical parameters like velocity, acceleration, horizontal force, and step length during the acceleration phase.
  • To enable practical, field-based assessment of sprint mechanics for strength and conditioning practitioners.

Main Methods:

  • Utilized motorized linear position encoder technology to capture sprint data.
  • Developed a custom MATLAB script to identify critical steps and calculate kinematic and kinetic variables.
  • Analyzed approach, transition, and pickup steps during 30-m sprints with controlled entry velocities in trained athletes.

Main Results:

  • The custom script successfully identified and analyzed step-specific data, including velocity, acceleration, horizontal force, and step length.
  • The method effectively captured mechanical insights during the crucial pickup acceleration phase.
  • The analysis provided a detailed, step-by-step mechanical profile of sprint acceleration in a field setting.

Conclusions:

  • A step-by-step analysis of pickup acceleration is feasible and effective in field settings using the described signal processing methods.
  • This approach offers valuable mechanical insights previously confined to laboratory environments.
  • The method provides a practical and portable solution for strength and conditioning practitioners to assess and inform individualized training prescriptions for sprint performance.