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Comparison of classical kinematics, entropy, and fractal properties as measures of complexity of the motor system in Swimming

  • Tiago M. Barbosa
  • , Wan X. Goh
  • , Jorge E. Morais
  • , Mário J. Costa
  • , David Pendergast
  • Nanyang Technological University
  • Universidade de Trás-os-Montes e Alto Douro
  • Polytechnic Institute of Bragança
  • Polytechnic of Guarda

Research output: Contribution to journalArticlepeer-review

23 Scopus citations

Abstract

The aim of this study was to compare the non-linear properties of the four competitive swim strokes. Sixty-eight swimmers performed a set of maximal 4 × 25 m using the four competitive swim strokes. The hip's speed-data as a function of time was collected with a speedo-meter. The speed fluctuation (dv), approximate entropy (ApEn) and the fractal dimension by Higuchi's method (D) were computed. Swimming data exhibited non-linear properties that were different among the four strokes (14.048 ≤ dv ≤ 39.722; 0.682 ≤ ApEn ≤ 1.025; 1.823 ≤ D ≤ 1.919). The ApEn showed the lowest value for front-crawl, followed by breaststroke, butterfly, and backstroke (P < 0.001). Fractal dimension and dv had the lowest values for front-crawl and backstroke, followed by butterfly and breaststroke (P < 0.001). It can be concluded that swimming data exhibits non-linear properties, which are different among the four competitive swimming strokes.

Original languageEnglish
Article number1566
JournalFrontiers in Psychology
Volume7
Issue numberOCT
DOIs
StatePublished - Oct 7 2016

Keywords

  • Complexity
  • Human movement
  • Non-linear parameters
  • Predictability
  • Swimming
  • Variability

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