1,789
Views
8
CrossRef citations to date
0
Altmetric
Research Article

Inertial measurement units to estimate drag forces and power output during standardised wheelchair tennis coast-down and sprint tests

ORCID Icon, ORCID Icon, ORCID Icon, ORCID Icon, ORCID Icon & ORCID Icon
Pages 968-986 | Received 09 Dec 2020, Accepted 08 Mar 2021, Published online: 26 Apr 2021

References

  • Barbosa, T. M., Forte, P., Estrela, J. E., & Coelho, E. (2016). Analysis of the aerodynamics by experimental testing of an elite wheelchair sprinter. Procedia Engineering, 147(2), 2–6. https://doi.org/10.1016/j.proeng.2016.06.180
  • Bernardi, M., Guerra, E., Di Giacinto, B., Di Cesare, A., Castellano, V., & Bhambhani, Y. (2010). Field evaluation of paralympic athletes in selected sports: Implications for training. Medicine and Science in Sports and Exercise, 42(6), 1200–1208. https://doi.org/10.1249/MSS.0b013e3181c67d82
  • Chua, J. J. C., Fuss, F. K., & Subic, A. (2011). Non-linear rolling friction of a tyre-caster system: Analysis of a rugby wheelchair. Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science, 225(4), 1015–1020. https://doi.org/10.1243/09544062JMES2485
  • Collinger, J. L., Boninger, M. L., Koontz, A. M., Price, R., Sisto, S. A., Tolerico, M. L., & Cooper, R. A. (2008). Shoulder biomechanics during the push phase of wheelchair propulsion: A multisite study of persons with paraplegia. Archives of Physical Medicine and Rehabilitation, 89(4), 667–676. https://doi.org/10.1016/j.apmr.2007.09.052
  • Cooper, R. A. (2009). SmartWheel: From concept to clinical practice. Prosthetics and Orthotics International, 33(3), 198–209. https://doi.org/10.1080/03093640903082126
  • Coutts, K. D. (1994). Drag and sprint performance of wheelchair basketball players. Journal of Rehabilitation Research and Development, 31(2), 138–143. https://www.rehab.research.va.gov/jour/94/31/2/pdf/coutts.pdf
  • Cowan, R. E., Nash, M. S., Collinger, J. L., Koontz, A. M., & Boninger, M. L. (2009). Impact of surface type, wheelchair weight, and axle position on wheelchair propulsion by novice older adults. Archives of Physical Medicine and Rehabilitation, 90(7), 1076–1083. https://doi.org/10.1016/j.apmr.2008.10.034
  • Croft, L., Dybrus, S., Lenton, J. P., & Tolfrey-Goosey, V. L. (2010). A comparison of the physiological demands of wheelchair basketball and wheelchair tennis. International Journal of Sports Physiology and Performance, 5(3), 301–315. https://doi.org/10.1123/ijspp.5.3.301
  • De Groot, S., Bos, F., Koopman, J., Hoekstra, A. E., & Vegter, R. J. K. (2017). Effect of holding a racket on propulsion technique of wheelchair tennis players. Scandinavian Journal of Medicine and Science in Sports, 27(9), 918–924. https://doi.org/10.1111/sms.12701
  • De Groot, S., Bos, F., Koopman, J., Hoekstra, A. E., & Vegter, R. J. K. (2018). The effect of a novel square-profile hand rim on propulsion technique of wheelchair tennis players. Applied Ergonomics, 71, 38–44. https://doi.org/10.1016/j.apergo.2018.04.001
  • De Groot, S., Vegter, R. J. K., & Van der Woude, L. H. V. (2013). Effect of wheelchair mass, tire type and tire pressure on physical strain and wheelchair propulsion technique. Medical Engineering and Physics, 35(10), 1476–1482. https://doi.org/10.1016/j.medengphy.2013.03.019
  • De Klerk, R. (2019). Worklab: A Wheelchair Biomechanics Mini-package. https://doi.org/10.5281/ZENODO.3268671
  • De Klerk, R., Vegter, R. J. K., Leving, M. T., De Groot, S., Veeger, H. E. J., & Van der Woude, L. H. V. (2020). Determining and controlling external power output during regular handrim wheelchair propulsion. Journal of Visualized Experiments, 156, e60492. https://doi.org/10.3791/60492
  • De Klerk, R., Vegter, R. J. K., Veeger, H. E. J., & Van der Woude, L. H. V. (2020). Technical note: A novel servo-driven dual-roller handrim wheelchair ergometer. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 28(4), 953–960. https://doi.org/10.1109/TNSRE.2020.2965281
  • De Witte, A. M. H., Hoozemans, M. J. M., Berger, M. A. M., Van der Slikke, R. M. A., Van der Woude, L. H. V., & Veeger, H. E. J. (2018). Development, construct validity and test–retest reliability of a field-based wheelchair mobility performance test for wheelchair basketball. Journal of Sports Sciences, 36(1), 23–32. https://doi.org/10.1080/02640414.2016.1276613
  • De Witte, A. M. H., Van der Slikke, R. M. A., Berger, M. A. M., Hoozemans, M. J. M., Veeger, H. E. J., & Van der Woude, L. H. V. (2020). Effects of seat height, wheelchair mass and additional grip on a field-based wheelchair basketball mobility performance test. Technology and Disability, 32(2), 93–102. https://doi.org/10.3233/TAD-190251
  • Fuss, F. K. (2009). Influence of mass on the speed of wheelchair racing. Sports Engineering, 12(1), 41–53. https://doi.org/10.1007/s12283-009-0027-2
  • Goosey-Tolfrey, V. L., & Moss, A. D. (2005). Wheelchair velocity of tennis players during propulsion with and without the use of racquets. Adapted Physical Activity Quarterly, 22(3), 291–301. https://doi.org/10.1123/apaq.22.3.291
  • Goosey-Tolfrey, V. L., Vegter, R. J. K., Mason, B. S., Paulson, T. A. W., Lenton, J. P., Van Der Scheer, J. W., & Van der Woude, L. H. V. (2018). Sprint performance and propulsion asymmetries on an ergometer in trained high- and low-point wheelchair rugby players. Scandinavian Journal of Medicine and Science in Sports, 28(5), 1586–1593. https://doi.org/10.1111/sms.13056
  • Groen, W. G., Van der Woude, L. H. V., & De Koning, J. J. (2010). A power balance model for handcycling. Disability and Rehabilitation, 32(26), 2165–2171. https://doi.org/10.3109/09638288.2010.505677
  • Heyward, O. W., Vegter, R. J. K., De Groot, S., & Van der Woude, L. H. V. (2017). Shoulder complaints in wheelchair athletes: A systematic review. PLoS ONE, 12(11), e0188410. https://doi.org/10.1371/journal.pone.0188410
  • Higgs, C. (1992). Wheeling in the wind: The effect of wind velocity and direction on the aerodynamic drag of wheelchairs. Adapted Physical Activity Quarterly, 9(1), 74–87. https://doi.org/10.1123/apaq.9.1.74
  • Hoffman, M. D., Millet, G. Y., Hoch, A. Z., & Candau, R. B. (2003). Assessment of wheelchair drag resistance using a coasting deceleration technique. American Journal of Physical Medicine and Rehabilitation, 82(11), 880–889. https://doi.org/10.1097/01.PHM.0000091980.91666.58
  • Hutzler, Y., Grunze, M., & Kaiser, R. (1995). Physiological and dynamic responses to maximal velocity wheelchair ergometry. Adapted Physical Activity Quarterly, 12(4), 344–361. https://doi.org/10.1123/apaq.12.4.344
  • ITF Tennis. (2019). Wheelchair tennis. https://www.itftennis.com/wheelchair/home.aspx
  • Koontz, A. M., Cooper, R. A., Boninger, M. L., Yang, Y., Impink, B. G., & Van der Woude, L. H. V. (2005). A kinetic analysis of manual wheelchair propulsion during start-up on select indoor and outdoor surfaces. Journal of Rehabilitation Research and Development, 42(4), 447–458. https://doi.org/10.1682/JRRD.2004.08.0106
  • Lewis, A. R., Phillips, E. J., Robertson, W. S. P., Grimshaw, P. N., Portus, M., & Winter, J. (2019). A practical assessment of wheelchair racing performance kinetics using accelerometers. Sports Biomechanics. https://doi.org/10.1080/14763141.2019.1634136
  • Lin, J. T., Huang, M., & Sprigle, S. (2015). Evaluation of wheelchair resistive forces during straight and turning trajectories across different wheelchair configurations using free-wheeling coast-down test. Journal of Rehabilitation Research and Development, 52(7), 763–774. https://doi.org/10.1682/JRRD.2014.10.0235
  • Mason, B. S., Lemstra, M., Van der Woude, L. H. V., Vegter, R. J. K., & Goosey-Tolfrey, V. L. (2015). Influence of wheel configuration on wheelchair basketball performance: Wheel stiffness, tyre type and tyre orientation. Medical Engineering and Physics, 37(4), 392–399. https://doi.org/10.1016/j.medengphy.2015.02.001
  • Mason, B. S., Porcellato, L., Van der Woude, L. H. V., & Goosey-Tolfrey, V. L. (2010). A qualitative examination of wheelchair configuration for optimal mobility performance in wheelchair sports: A pilot study. Journal of Rehabilitation Medicine, 42(2), 141–149. https://doi.org/10.2340/16501977-0490
  • Mason, B. S., Van der Slikke, R. M. A., Hutchinson, M. J., & Goosey-Tolfrey, V. L. (2020). Division, result and score margin alter the physical and technical performance of elite wheelchair tennis players. Journal of Sports Sciences, 38(8), 937–944. https://doi.org/10.1080/02640414.2020.1737361
  • Mason, B. S., Van der Woude, L. H. V., & Goosey-Tolfrey, V. L. (2013). The ergonomics of wheelchair configuration for optimal performance in the wheelchair court sports. Sports Medicine, 43(1), 23–38. https://doi.org/10.1007/s40279-012-0005-x
  • Numpy. (n.d.). https://numpy.org
  • Passfield, L., Hopker, J. G., Jobson, S., Friel, D., & Zabala, M. (2017). Knowledge is power: Issues of measuring training and performance in cycling. Journal of Sports Sciences, 35(14), 1426–1434. https://doi.org/10.1080/02640414.2016.1215504
  • Rietveld, T., Vegter, R. J. K., Van der Slikke, R. M. A., Hoekstra, A. E., Van der Woude, L. H. V., & De Groot, S. (2019). Wheelchair mobility performance of elite wheelchair tennis players during four field tests: Inter-trial reliability and construct validity. PLoS ONE, 14(6), e0217514. https://doi.org/10.1371/journal.pone.0217514
  • Rietveld, T., Vegter, R. J. K., Van der Woude, L. H. V., & De Groot, S. (2021). The interaction between wheelchair configuration and wheeling performance in wheelchair tennis: A narrative review. Sports Biomechanics, 1–22. https://doi.org/10.1080/14763141.2020.1840617
  • Sauret, C., Bascou, J., De Saint Rémy, N., Pillet, H., Vaslin, P., & Lavaste, F. (2012). Assessment of field rolling resistance of manual wheelchairs. Journal of Rehabilitation Research and Development, 49(1), 63–74. https://doi.org/10.1682/JRRD.2011.03.0050
  • Sauret, C., Bascou, J., Pillet, H., Lavaste, F., & Vaslin, P. (2010). Repeatability of wheelchair deceleration tests using a 3-D accelerometer. Computer Methods in Biomechanics and Biomedical Engineering, 13(1), 137–138. https://doi.org/10.1080/10255842.2010.495874
  • Scikit-learn. (n.d.). https://scikit-learn.org/stable/index.html
  • Shepherd, J., James, D., Espinosa, H., Thiel, D., & Rowlands, D. (2018). A literature review informing an operational guideline for inertial sensor propulsion measurement in wheelchair court sports. Sports, 6(2), 34. https://doi.org/10.3390/sports6020034
  • Theisen, D., Francaux, M., Fayt, A., & Sturbois, X. (1996). A new procedure to determine external power output during handrim wheelchair propulsion on a roller ergometer. International Journal of Sports Medicine, 17, 564–571. https://doi.org/10.1055/s-2007-972896
  • Van der Scheer, J. W., de Groot, S., Vegter, R. J. K., Veeger, H. E. J., & van der Woude, L. H. V. (2014). Can a 15m-overground wheelchair sprint be used to assess wheelchair-specific anaerobic work capacity? Medical Engineering and Physics, 36(4), 432–438. https://doi.org/10.1016/j.medengphy.2014.01.003
  • Van der Slikke, R. M. A., Berger, M. A. M., Bregman, D. J. J., Lagerberg, A. H., & Veeger, H. E. J. (2015). Opportunities for measuring wheelchair kinematics in match settings; reliability of a three inertial sensor configuration. Journal of Biomechanics, 48(12), 3398–3405. https://doi.org/10.1016/j.jbiomech.2015.06.001
  • Van der Slikke, R. M. A., Berger, M. A. M., Bregman, D. J. J., & Veeger, H. E. J. (2015). Wheel skid correction is a prerequisite to reliably measure wheelchair sports kinematics based on inertial sensors. Procedia Engineering, 112, 207–212. https://doi.org/10.1016/j.proeng.2015.07.201
  • Van der Slikke, R. M. A., Berger, M. A. M., Bregman, D. J. J., & Veeger, H. E. J. (2016a). From big data to rich data: The key features of athlete wheelchair mobility performance. Journal of Biomechanics, 49(14), 3340–3346. https://doi.org/10.1016/j.jbiomech.2016.08.022
  • Van der Slikke, R. M. A., Berger, M. A. M., Bregman, D. J. J., & Veeger, H. E. J. (2016b). Push characteristics in wheelchair court sport sprinting. Procedia Engineering, 147, 730–734. https://doi.org/10.1016/j.proeng.2016.06.265
  • Van der Slikke, R. M. A., De Witte, A. M. H., Berger, M. A. M., Bregman, D. J. J., & Veeger, H. E. J. (2018). Wheelchair mobility performance enhancement by changing wheelchair properties: What is the effect of grip, seat height, and mass? International Journal of Sports Physiology and Performance, 13(8), 1050–1058. https://doi.org/10.1123/ijspp.2017-0641
  • Van der Woude, L. H. V., De Groot, G., Hollander, A. P., Van Schenau, G. J., & Rozendal, R. H. (1986). Wheelchair ergonomics and physiological testing of prototypes. Ergonomics, 29(12), 1561–1573. https://doi.org/10.1080/00140138608967269
  • Van der Woude, L. H. V., Veeger, H. E. J., Dallmeijer, A. J., Janssen, T. W. J., & Rozendaal, L. A. (2001). Biomechanics and physiology in active manual wheelchair propulsion. Medical Engineering and Physics, 4(23), 713–733. https://doi.org/10.1016/S1350-4533(01)00083-2
  • Veeger, H. E. J., Rozendaal, L. A., & Van Der Helm, F. C. T. (2002). Load on the shoulder in low intensity wheelchair propulsion. Clinical Biomechanics, 17(3), 211–218. https://doi.org/10.1016/S0268-0033(02)00008-6
  • Vegter, R. J. K., de Groot, S., Lamoth, C., Veeger, H. E. J., & Van der Woude, L. H. V. (2014). Initial skill acquisition of handrim wheelchair propulsion: A new perspective. IEEE Transactions on Neural Systems and Rehabilitation Engineering: A Publication of the IEEE Engineering in Medicine and Biology Society, 22(1), 104–113. https://doi.org/10.1109/TNSRE.2013.2280301