A sport-specific wearable jump monitor for figure skating

PLoS One. 2018 Nov 21;13(11):e0206162. doi: 10.1371/journal.pone.0206162. eCollection 2018.

Abstract

Advancements in wearable technology have facilitated performance monitoring in a number of sports. Figure skating may also benefit from this technology, but the inherent movements present some unique challenges. The purpose of this study was to evaluate the feasibility of using an inertial measurement unit (IMU) to monitor three aspects of figure skating jumping performance: jump count, jump height, and rotation speed. Seven competitive figure skaters, outfitted with a waist-mounted IMU, performed a total of 59 isolated multi-revolution jumps and their competition routines, which consisted of 41 multi-revolution jumps along with spins, footwork, and other skills. The isolated jumps were used to develop a jump identification algorithm, which was tested on the competition routines. Four algorithms to estimate jump height from flight time were then evaluated using calibrated video as a gold standard. The identification algorithm counted 39 of the 41 program jumps correctly, with one false positive. Flight time and jump height errors under 7% and 15% respectively were found using a peak-to-peak scaling algorithm. Rotation speeds up to 1,500°/s were noted, with peak speeds occurring just over halfway between takeoff and landing. Overall, jump monitoring via IMUs may be an efficient aid for figure skaters training multi-revolution jumps.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Adolescent
  • Adult
  • Algorithms
  • Child
  • Female
  • Humans
  • Locomotion / physiology*
  • Male
  • Rotation
  • Signal Processing, Computer-Assisted
  • Skating / physiology*
  • Time Factors
  • Video Recording
  • Wearable Electronic Devices*
  • Young Adult

Grants and funding

This study was partially funded by a grant from the United States Figure Skating Association to DAB and STR. Peter Zapolo is a member of the funding body and a co-author on this paper. There was no additional external funding received for this study.