Long-term constant acceleration can be sustained freely in running via stochastic short-term corrections


Abstract


In the same way that most of the robots and advanced mobile machines are designed to optimize their energy consumption or the smoothness of their motions, it has been demonstrated that competitive runners tend to exhibit smoother strides than recreational runners during running and fast walking. Here, we describe the statistical mechanics of Humans   trying to self-pace a constant acceleration,  by studying the statistical properties of the accelerations of the runner's center of mass. Furthermore, it has been checked that this could be even achieved in a state of fatigue during exhaustive 3 self-pace ramp runs. For that purpose, we analyse a small sample of 3 male and 2 female middle-aged, recreational runners ran, in random order, three exhaustive self-paced acceleration trials (SAT) perceived to be "soft", "medium" or "hard".  A statistical analysis shows that Humans can be able to self-pace constant accelerationin some exhaustive runs, by continuously adjusting the instantaneous accelerations. The variations of accelerationsaround the mean are  ARMA stationary processes, which are similar,whichever acceleration levels and runners. The rangeof constant acceleration is very similar between runners and withinthe acceleration level.  This work is the first stepfor understanding the Human optimisation of self-pace processes inexhaustive tasks such as running until exhaustion.

DOI Code: 10.1285/i20705948v11n1p269

Keywords: pace; stochastic processes; stationarity, maximum likelihood estimation; ARIMA; running

References


Abbiss, C. R. and Laursen, P. B. (2008). Describing and understanding pacing strategies

during athletic competition. Sports Medicine, 38(3):239{252.

Ansley, L., Noakes, T., Robson-Ansley, P., and St Clair Gibson, A. (2004). Anticipatory

pacing strategies during supra-maximal exercise lasting more than 30 s. Medicine &

Science in Sports & Exercise, 36(2):309{314.

Ariyoshi, M., Yamaji, K., and Shephard, R. (1979). Influence of running pace upon

performance: e_ects upon treadmill endurance time and oxygen cost. European journal

of applied physiology and occupational physiology, 41(2):83{91.

Balke, B. and Ware, R. W. (1959). An experimental study of physical _tness of air force

personnel. United States Armed Forces Medical Journal, 10(6):675{688.

Bencsik, L. and Zelei, A. (2017). E_ects of human running cadence and experimental

validation of the bouncing ball model. Mechanical Systems and Signal Processing,

:78{87.

Berthoin, S., Baquet, G., Rabita, J., Blondel, N., et al. (1999). Validity of the universite

de montreal track test to assess the velocity associated with peak oxygen uptake for

adolescents. Journal of sports medicine and physical _tness, 39(2):107.

Berthoz, A. (2008). Neurobiology of" Umwelt": how living beings perceive the world.

Springer Science & Business Media.

Berthoz, A., Israel, I., Georges-Fran_cois, P., Grasso, R., and Tsuzuku, T. (1995). Spatial

memory of body linear displacement: what is being stored? Science, 269(5220):95.

Billat, L. V. and Koralsztein, J. P. (1996). Signi_cance of the velocity at vo2max and

time to exhaustion at this velocity. Sports Medicine, 22(2):90{108.

Billat, V., Hamard, L., Koralsztein, J. P., and Morton, R. H. (2009). Di_erential modeling

of anaerobic and aerobic metabolism in the 800-m and 1,500-m run. Journal of

Applied Physiology, 107(2):478{487.

Billat, V. L., Lepretre, P.-M., Heugas, A.-M., and Koralsztein, J. P. (2004). Energetics

of middle-distance running performances in male and female junior using track

measurements. The Japanese journal of physiology, 54(2):125{135.

Billat, V. L., Slawinski, J., Danel, M., and Koralsztein, J. P. (2001). E_ect of free versus

constant pace on performance and oxygen kinetics in running. Medicine & Science in

Sports & Exercise, 33(12):2082{2088.

Blickhan, R. (1989). The spring-mass model for running and hopping. Journal of

biomechanics, 22(11-12):1217{1227.

Bramble, D. M. and Lieberman, D. E. (2004). Endurance running and the evolution of

homo. Nature, 432(7015):345{352.

Casaburi, R., Prefaut, C., and Cotes, J. (1997). Equipment, measurements and quality

control in clinical exercise testing. Monograph, 6:72{87.

Crouter, S., Foster, C., Esten, P., Brice, G., and Porcari, J. P. (2001). Comparison of

incremental treadmill exercise and free range running. Medicine and science in sports

and exercise, 33(4):644{647.

Dasilva, S. G., Guidetti, L., Buzzachera, C. F., Elsangedy, H. M., Krinski, K., De Campos,

W., Goss, F. L., and Baldari, C. (2011). Psychophysiological responses to selfpaced

treadmill and overground exercise. Medicine & Science in Sports & Exercise,

(6):1114{1124.

De Koning, J. J., Foster, C., Bakkum, A., Kloppenburg, S., Thiel, C., Joseph, T.,

Cohen, J., and Porcari, J. P. (2011). Regulation of pacing strategy during athletic

competition. PloS one, 6(1):e15863.

Ellestad, M. (1996). Cardiovascular and pulmonary responses to exercise. Stress testing:

principles and practice. 4th ed. Philadelphia, PA: FA Davis Company, pages 11{41.

Farley, C., Blickhan, R., Saito, J., and Taylor, C. (1991). Hopping frequency in humans:

a test of how springs set stride frequency in bouncing gaits. Journal of Applied

Physiology, 71(6):2127{2132.

Flash, T. and Hogan, N. (1985). The coordination of arm movements: an experimentally

con_rmed mathematical model. Journal of neuroscience, 5(7):1688{1703.

Foster, C., Green, M. A., Snyder, A. C., and Thompson, N. N. (1993). Physiological

responses during simulated competition. Medicine and science in sports and exercise,

(7):877{882.

Foster, C., Hettinga, F., Lampen, J., Dodge, C., Bobbert, M., Porcari, J., et al. (2004).

E_ect of competitive distance on energy expenditure during simulated competition.

International journal of sports medicine, 25(03):198{204.

Foster, C., Schrager, M., Snyder, A. C., and Thompson, N. N. (1994). Pacing strategy

and athletic performance. Sports Medicine, 17(2):77{85.

Froelicher, V. F., Myers, J., Follansbee, W., and Labovitz, A. (2000). Exercise and the

heart. Chest, 118(1).

Gibbons, R. J., Balady, G. J., Beasley, J. W., Bricker, J. T., Duvernoy, W. F., Froelicher,

V. F., Mark, D. B., Marwick, T. H., McCallister, B. D., Thompson, P. D., et al.

(1997). Acc/aha guidelines for exercise testing: a report of the american college of

cardiology/american heart association task force on practice guidelines (committee on

exercise testing). Journal of the American College of Cardiology, 30(1):260{311.

Hamilton, J. D. (1994). Time series analysis, volume 2. Princeton university press

Princeton.

Hreljac, A. (2000). Stride smoothness evaluation of runners and other athletes. Gait &

posture, 11(3):199{206.

Hreljac, A. and Martin, P. E. (1993). The relationship between smoothness and economy

during walking. Biological Cybernetics, 69(3):213{218.

Hunter, J. P., Marshall, R. N., and McNair, P. J. (2005). Relationships between ground

reaction force impulse and kinematics of sprint-running acceleration. Journal of applied

biomechanics, 21(1):31{43.

Israel, I. and Berthoz, A. (1989). Contribution of the otoliths to the calculation of linear

displacement. Journal of neurophysiology, 62(1):247{263.

Lambert, M. I., Dugas, J. P., Kirkman, M. C., Mokone, G. G., and Waldeck, M. R.

(2004). Changes in running speeds in a 100 km ultra-marathon race. Journal of sports

science & medicine, 3(3):167.

Larsson, P. (2003). Global positioning system and sport-speci_c testing. Sports Medicine,

(15):1093{1101.

Larsson, P. and Henriksson-Lars_en, K. (2005). Combined metabolic gas analyser and

dgps analysis of performance in cross-country skiing. Journal of sports sciences,

(8):861{870.

McMahon, T. A. and Cheng, G. C. (1990). The mechanics of running: how does sti_ness

couple with speed? Journal of biomechanics, 23:65{78.

Mossio, M., Vidal, M., and Berthoz, A. (2008). Traveled distances: New insights into

the role of optic flow. Vision research, 48(2):289{303.

Myers, J. and Bellin, D. (2000). Ramp exercise protocols for clinical and cardiopulmonary

exercise testing. Sports Medicine, 30(1):23{29.

Myers, J., Buchanan, N., Smith, D., Neutel, J., Bowes, E., Walsh, D., and Froelicher,

V. F. (1992). Individualized ramp treadmill: observations on a new protocol. Chest,

(5):236S{241S. of Sports Medicine, A. C. et al. (2013). ACSM's guidelines for exercise testing and prescription. Lippincott Williams & Wilkins.

Poole, D. C., Wilkerson, D. P., and Jones, A. M. (2008). Validity of criteria for establishing

maximal o2 uptake during ramp exercise tests. European journal of applied

physiology, 102(4):403{410.

Porszasz, J., Casaburi, R., Somfay, A., Woodhouse, L. J., and Whipp, B. J. (2003). A

treadmill ramp protocol using simultaneous changes in speed and grade. Medicine &

Science in Sports & Exercise, 35(9):1596{1603.

Sandals, L. E., Wood, D., Draper, S. B., and James, D. (2006). In

uence of pacing strategy on oxygen uptake during treadmill middle-distance running. International

journal of sports medicine, 27(01):37{42.

Society, A. T. et al. (2003). Ats/accp statement on cardiopulmonary exercise testing.

American journal of respiratory and critical care medicine, 167(2):211.

Tucker, R., Lambert, M. I., and Noakes, T. D. (2006). An analysis of pacing strategies

during men's world-record performances in track athletics. International journal of

sports physiology and performance, 1(3):233{245.

Tucker, R. and Noakes, T. D. (2009). The physiological regulation of pacing strategy

during exercise: a critical review. British Journal of Sports Medicine, 43(6):e1{e1.

Uger, L. and Boucher, R. (1980). An indirect continuous running multistage _eld test:

the universite de montreal track test. Can. J. Appl. Sport. Sci, 5:77{84.

Will, P. M. and Walter, J. D. (1999). Exercise testing: improving performance with a

ramped bruce protocol. American heart journal, 138(6):1033{1037.

Zamparo, P., Perini, R., Peano, C., and di Prampero, P. (2001). The self selected

speed of running in recreational long distance runners. International journal of sports

medicine, 22(08):598{604.


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