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Original Articles

A time to exhaustion model during prolonged running based on wearable accelerometers

, , &
Pages 330-343 | Received 12 Dec 2017, Accepted 12 Nov 2018, Published online: 25 Jan 2019

References

  • Billat, V. (2012). Physiologie et m´ethodologie de l’entraȋnement. De la théorie à la pratique. [Physiology and methodology of training. From theory to practice.]. Paris: de boeck.
  • Blickhan, R. (1989). The spring-mass model for running and hopping. Journal of Biomechanics, 22, 1217–1227. doi:10.1016/0021-9290(89)90224-8
  • Borg, G. A. (1982). Psychophysical bases of perceived exertion. Medicine & Science in Sports & Exercise, 14, 377–381. doi:10.1249/00005768-198205000-00012
  • Buchheit, M., Gray, A., & Morin, J. B. (2015). Assessing stride variables and vertical stiffness with GPS-embedded accelerometers: Preliminary insights for the monitoring of neuromuscular fatigue on the field. Journal of Sports Science and Medicine, 14, 698–701.
  • Candau, R., Belli, A., Millet, G. Y., Georges, D., Barbier, B., & Rouillon, J. D. (1998). Energy cost and running mechanics during a treadmill run to voluntary exhaustion in humans. European Journal of Applied Physiology, 77, 479–485. doi:10.1007/s004210050363
  • Cavagna, G. (1970). Elastic bounce of the body. Journal of Applied Physiology, 29, 279–282. doi:10.1152/jappl.1970.29.3.279
  • Dalleau, G., Belli, A., Viale, F., Lacour, J. R., & Bourdin, M (2004). A simple method for field measurements of leg stiffness in hopping. International Journal of Sports Medicine, 25, 170–176. doi:10.1055/s-2003-45252
  • Derrick, T. R., Dereu, D., & McLean, S. P. (2002). Impacts and kinematic adjustments during an exhaustive run. Medicine & Science in Sports & Exercise, 34, 998–1002. doi:10.1097/00005768-200206000-00015
  • Dutto, D. J., & Smith, G. A. (2002). Changes in spring-mass characterisitics during treadmill running to exhaustion. Medicine and Science in Sports and Exercise, 34, 1324–1331. doi:10.1097/00005768-200208000-00014
  • Eskofier, B. M., Musho, E., & Schlarb, H. (2013, May). Pattern classification of foot strike type using body worn accelerometers. In 2013 IEEE International Conference on Body Sensor Networks (pp. 1–4). Cambridge, MA: IEEE.
  • Friesenbichler, B., Stirling, L. M., Federolf, P., & Nigg, B. M. (2011). Tissue vibration in prolonged running. Journal of Biomechanics, 44, 116–120. doi:10.1016/j.jbiomech.2010.11.019
  • Gaudino, P., Gaudino, C., Alberti, G., & Minetti, A. E. (2013). Biomechanics and predicted energetics of sprinting on sand: Hints for soccer training. Journal of Science and Medicine in Sport, 16, 271–275. doi:10.1016/j.jsams.2012.07.003
  • Gazeau, F., Koralsztein, J., & Billat, V. (1997). Biomechanical events in the time to exhaustion at maximum aerobic speed. Archives of Physiology and Biochemistry, 105, 583–590. doi:10.1076/apab.105.1.10.13142
  • Giandolini, M., Gimenez, P., Millet, G. Y., Morin, J.-B., & Samozino, P. (2013). Consequences of an ultra-trail on impact and lower limb kinematics in male and female runners. Footwear Science, 5, S14–S15. doi:10.1080/19424280.2013.799527
  • Giandolini, M., Poupard, T., Gimenez, P., Horvais, N., Millet, G. Y., Morin, J.-B., & Samozino, P. (2014). A simple field method to identify foot strike pattern during running. Journal of Biomechanics, 47, 1588–1593. doi:10.1016/j.jbiomech.2014.02.003
  • Hreljac, A. (2004). Impact and overuse injuries in runners. Medicine & Science in Sports & Exercise, 36, 845–849. doi:10.1249/01.MSS.0000126803.66636.DD
  • ISO-2631. (1997). Mechanical vibration and shock evaluation of human exposure to wholebody vibration.
  • Lee, J. B., Mellifont, R. B., & Burkett, B. J. (2010). The use of a single inertial sensor to identify stride, step, and stance durations of running gait. Journal of Science and Medicine in Sport, 13, 270–273. doi:10.1016/j.jsams.2009.01.005
  • McGregor, S. J., Busa, M. A., Yaggie, J. A., & Bollt, E. M. (2009). High resolution MEMS accelerometers to estimate VO2 and compare running mechanics between highly trained inter-collegiate and untrained runners. PloS One, 4, e7355. doi:10.1371/journal.pone.0007355
  • Milner, C. E., Ferber, R., Pollard, C. D., Hamill, J., & Davis, I. S. (2006). Biomechanical factors associated with tibial stress fracture in female runners. Medicine & Science in Sports & Exercise, 38, 323–328. doi:10.1249/01.mss.0000183477.75808.92
  • Mizrahi, J., & Daily, D. (2012). Modeling the foot-strike event in running fatigue via mechanical impedances. In T. Goswami (Ed.), Injury and skeletal biomechanics (pp. 153–170). Rijeka: InTech.
  • Mizrahi, J., Verbitsky, O., Isakov, E., & Daily, D. (2000). Effect of fatigue on leg kinematics and impact acceleration in long distance running. Human Movement Science, 19, 139–151. doi:10.1016/S0167-9457(00)00013-0
  • Morin, J.-B., Dalleau, G., Kyröläinen, H., Jeannin, T., & Belli, A. (2005). A simple method for measuring stiffness during running. Journal of Applied Biomechanics, 21, 167–180. doi:10.1123/jab.21.2.167
  • Morin, J. B., Jeannin, T., Chevallier, B., & Belli, A. (2006). Spring-mass model characteristics during sprint running: Correlation with performance and fatigue-induced changes. International Journal of Sports Medicine, 27, 158–165. doi:10.1055/s-2005-837569
  • Nicol, C., Komi, P. V., & Marconnet, P. (2007a). Fatigue effects of marathon running on neuromuscular performance (I). Scandinavian Journal of Medicine & Science in Sports, 1, 10–17. doi:10.1111/j.1600-0838.1991.tb00265.x
  • Nicol, C., Komi, P. V., & Marconnet, P. (2007b). Fatigue effects of marathon running on neuromuscular performance (II). Scandinavian Journal of Medicine & Science in Sports, 1, 18–24. doi:10.1111/j.1600-0838.1991.tb00266.x
  • Noakes, T. D. (2000). Physiological models to understand exercise fatigue and the adaptations that predict or enhance athletic performance. Scandinavian Journal of Medicine and Science in Sports, 10, 123–145. doi:10.1152/japplphysiol.01124.2003
  • Noakes, T. D. (2004). Linear relationship between the perception of effort and the duration of constant load exercise that remains. Journal of Applied Physiology, 96, 1571–1573. doi:10.1152/japplphysiol.01124.2003
  • Norris, M., Kenny, I. C., & Anderson, R. (2016). Comparison of accelerometry stride time calculation methods. Journal of Biomechanics, 49, 3031–3034. doi:10.1016/j.jbiomech.2015.12.045
  • Patterson, M., McGrath, D., & Caulfield, B. (2011, August). Using a tri-axial accelerometer to detect technique breakdown due to fatigue in distance runners: A preliminary perspective. In 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society (pp. 6511–6514). Boston, MA: IEEE.
  • Pohl, M. B., Mullineaux, D. R., Milner, C. E., Hamill, J., & Davis, I. S. (2008). Biomechanical predictors of retrospective tibial stress fractures in runners. Journal of Biomechanics, 41, 1160–1165. doi:10.1016/j.jbiomech.2008.02.001
  • Provot, T., Chiementin, X., Oudin, E., Bolaers, F., & Murer, S. (2017). Validation of a high sampling rate inertial measurement unit for acceleration during running. Sensors, 17, 1958. doi:10.3390/s17050968
  • Provot, T., Munera, M., Bolaers, F., Vitry, G., & Chiementin, X. (2016). Intra and inter test repeatability of accelerometric indicators measured while running. Procedia Engineering, 147, 573–577. doi:10.1016/j.proeng.2016.06.242
  • Purcell, B., Channells, J., James, D., & Barrett, R. (2005). Use of accelerometers for detecting foot-ground contact time during running. December D. V. Nicolau Ed., Proceedings Volume 6036, BioMEMS and Nanotechnology (pp. 603–615). Brisbane: SPIE Library.
  • Saunders, P. U., Pyne, D. B., Telford, R. D., & Hawley, J. A. (2004). Factors affecting running economy in trained distance runners. Sports Medicine, 34, 465–485. doi:10.2165/00007256-200434070-00005
  • Schache, A. G., Blanch, P. D., Rath, D. A., Wrigley, T. V., Starr, R., & Bennell, K. L. (2001). A comparison of overground and treadmill running for measuring the three-dimensional kinematics of the lumbo pelvic hip complex. Clinical Biomechanics, 16, 667–680. doi:10.1016/S0268-0033(01)00061-4
  • Shorten, M. R., & Winslow, D. S. (1992). Spectral analysis of impact shock during running. International Journal of Sport Biomechanics, 8, 288–304. doi:10.1123/ijsb.8.4.288
  • Strohrmann, C., Harms, H., Kappeler-Setz, C., & Troster, G. (2012). Monitoring kinematic changes with fatigue in running using body-worn sensors. IEEE Transactions on Information Technology in Biomedicine, 16, 983–990. doi:10.1109/TITB.2012.2201950
  • Voloshin, A., Mizrahi, J., Verbitsky, O., & Isakov, E. (1998). Dynamic loading on the human musculoskeletal system effect of fatigue. Clinical Biomechanics, 13, 515–520. doi:10.1016/S0268-0033(98)00030-8
  • Voloshin, A., & Wosk, J. (1982). An in vivo study of low back pain and shock absorption in the human locomotor system. Journal of Biomechanics, 15, 21–27. doi:10.1016/0021-9290(82)90031-8
  • Winter, D. A. (2009). Biomechanics and motor control of human movement (p. 86). Hoboken, NJ: Wiley.

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