Estimation of center of mass trajectory using wearable sensors during golf swing

Journal of Sports Science and Medicine

Volumn 14, Issue 2, 2015, Pages 354-363

  Najafi, Bijan ^a   Lee Eng, Jacqueline ^a   Wrobel, James S ^b   Goebel, Ruben ^c  

^a UNIVERSITY OF ARIZONA COLLEGE OF MEDICINE   (United States)

^b UNIVERSITY OF MICHIGAN MEDICAL SCHOOL   (United States)

^c QATAR UNIVERSITY   (Qatar)

Author keywords

Balance; Center of mass; Dynamic postural control; Golf swing; Simplified biomechanical model of human body; Wearable technology

Indexed keywords

EID: 84928998506     PISSN: None     EISSN: 13032968     Source Type: Journal    
DOI: None     Document Type: Article

References (39)

1. Adlerton, A.K., Moritz, U. and Moe-Nilssen, R. (2003) Forceplate and accelerometer measures for evaluating the effect of muscle fatigue on postural control during one-legged stance. Physiotherapy Research International 8, 187-199.
2. Allum, J.H., Adkin, A.L., Carpenter, M.G., Held-Ziolkowska, M., Honegger, F. and Pierchala, K. (2001) Trunk sway measures of postural stability during clinical balance tests: effects of a unilateral vestibular deficit. Gait and Posture 14, 227-237.
3. Allum, J.H., Bloem, B.R., Carpenter, M.G., and Honegger, F. (2001) Differential diagnosis of proprioceptive and vestibular deficits using dynamic support-surface posturography. Gait and Posture 14, 217-226.
4. Allum, J.H., Carpenter, M.G., Honegger, F., Adkin, A.L. and Bloem, B.R. (2002) Age-dependent variations in the directional sensitivity of balance corrections and compensatory arm movements in man. Journal of Physiology 542, 643-663.
5. Aminian, K. and Najafi, B. (2004) Capturing human motion using bodyfixed sensors: Outdoor measurement and clinical applications. Computer Animation and Virtual Worlds 15, 79-94.
6. Aminian, K., Najafi, B., Bula, C., Leyvraz, P.F., and Robert, P. (2002) Spatio-temporal parameters of gait measured by an ambulatory system using miniature gyroscopes. Journal of Biomechanics 35, 689-699.
7. Aramaki, Y., Nozaki, D., Masani, K., Sato, T., Nakazawa, K. and Yano, H. (2001) Reciprocal angular acceleration of the ankle and hip joints during quiet standing in humans. Experimental Brain Research 136, 463-473.
8. Bechly, K.E., Carender, W.J., Myles, J.D. and Sienko, K.H. (2013) Determining the preferred modality for real-time biofeedback during balance training. Gait and Posture 37, 391-396.
9. Dumas, R., Aissaoui, R. and de Guise, J.A. (2004) A 3D generic inverse dynamic method using wrench notation and quaternion algebra. Computer Methodsin Biomechanicsand Biomedical Engineering 7, 159-166.
10. Favre, J., Aissaoui, R., Jolles, B., Siegrist, O., de Guise, J. and Aminian, K. (2006) 3D joint rotation measurement using MEMs inertial sensors: Application to the knee joint. ISB-3D, Valenciennes,France.
11. Favre, J., Jolles, B.M., Aissaoui, R. and Aminian, K. (2008) Ambulatory measurement of 3D knee joint angle. Journal of Biomechanics 41, 1029-1035.
12. Grewal, G.S., Sayeed, R., Schwenk, M., Bharara, M., Menzies, R., Talal, T.K. and Najafi, B. (2013) Balance rehabilitation: promoting the role of virtual reality in patients with diabetic peripheral neuropathy. Journal of the American Podiatric Medical Association 103, 498-507.
13. Hale, S.A., Hertel, J. and Olmsted-Kramer, L.C. (2007) The effect of a 4-week comprehensive rehabilitation program on postural control and lower extremity function in individuals with chronic ankle instability. Journal of Orthopaedic and Sports Physical Therapy 37, 303-311.
14. Hart, J.C., Francis, G.K. and Kauffman, L.H. (1994) Visualizing Quaternion Rotation. ACM Transactions on Graphics (TOG) 13, 256-276.
15. Hume, P.A., Keogh, J. and Reid, D. (2005) The role of biomechanics in maximising distance and accuracy of golf shots. Sports Medicine 35, 429-449.
16. Kenny, I. and Anderson, R. (2010) The effect of body markers on golf driving performancet. ISBS-Conference Proceedings Archive. Available from URL at https://ojs.ub.unikonstanz.de/cpa/article/view/4593/4280
17. Kingston, D.B. and Beard, R.W. (2004) Real-Time Attitude and Position Estimation for Small UAVs Using Low-Cost Sensors. AIAA 3rd Unmanned Unlimited Technical Conference, Workshop and exhibition. AIAA-2004-6533
18. Luinge, H.J. and Veltink, P.H. (2005) Measuring orientation of human body segments using miniature gyroscopes and accelerometers. Medical & Biological Engineering & Computing 43, 273-282.
19. Luinge, H.J., Veltink, P.H. and Baten, C.T. (2007) Ambulatory measurement of arm orientation. Journal of Biomechanics 40, 78-85.
20. Mancini, M., Horak, F.B., Zampieri, C., Carlson-Kuhta, P., Nutt, J. G. and Chiari, L. (2011) Trunk accelerometry reveals postural instability in untreated Parkinson's disease. Parkinsonism and Related Disorders 17, 557-562
21. Mancini, M., Salarian, A., Carlson-Kuhta, P., Zampieri, C., King, L., Chiari, L. and Horak, F. B. (2012) ISway: a sensitive, valid and reliable measure of postural control. Journal of Neuroengineering and Rehabilitation 9, 59.
22. Mayagoitia, R.E., Lotters, J.C., Veltink, P.H. and Hermens, H. (2002) Standing balance evaluation using a triaxial accelerometer. Gait and Posture 16, 55-59.
23. Moe-Nilssen, R. and Helbostad, J. L. (2004) Estimation of gait cycle characteristics by trunk accelerometry. Journal of Biomechanics 37, 121-126.
24. Najafi, B., Aminian, K., Loew, F., Blanc, Y. and Robert, P. (2002) Measurement of stand-sit and sit-stand transitions using a miniature gyroscope and its application in fall risk evaluation in the elderly. IEEE Transactions on Biomedical Engineering 49, 843-851.
25. Najafi, B., Aminian, K., Paraschiv-Ionescu, A., Loew, F., Bula, C.J. and Robert, P. (2003) Ambulatory system for human motion analysis using a kinematic sensor: Monitoring of daily physical activity in the elderly. IEEE Transactions on Biomedical Engineering 50, 711-723.
26. Najafi, B., Bharara, M., Talal, T.K. and Armstrong, D.G. (2012) Advances in balance assessment and balance training for diabetes. Diabetes Management 2, 293-308.
27. Najafi, B., Crews, R.T. and Wrobel, J.S. (2010) The importance of time spent standing for those at risk of diabetic foot ulceration. Diabetes Care 33, 2448-2450.
28. Najafi, B., Helbostad, J.L., Moe-Nilssen, R., Zijlstra, W. and Aminian, K. (2009) Does walking strategy in older people change as a function of walking distance? Gait and Posture 29, 261-266.
29. Najafi, B., Miller, D., Jarrett, B.D. and Wrobel, J.S. (2010) Does footwear type impact the number of steps required to reach gait steady state?: an innovative look at the impact of foot orthoses on gait initiation. Gait and Posture 32, 29-33.
30. Riley, P.O., Dicharry, J., Franz, J., Croce, U.D., Wilder, R.P. and Kerrigan, D.C. (2008) A kinematics and kinetic comparison of overground and treadmill running. Medicine and Science in Sports and Exercise 40, 1093.
31. Russmann, H., Salarian, A., Aminian, K., Villemure, J., Burkhard, P.R. and Vingerhoets, F.J. (2004) Longtem ambulatory gait monitoring in Parkinson's disease: Validation of a new wireless measurement system. Movement Disorders 19, S247-S247.
32. Schwenk, M., Hauer, K., Dutzi, I., Mohler, J. and Najafi, B. (2014) Predicting in-hospital falls in geriatric patients with dementia using one body-worn sensor. Journal of American Geriatrics Society 62, S146-S147.
33. Sell, T.C., Tsai, Y-S., Smoliga, J.M., Myers, J.B., and Lephart, S.M. (2007) Strength, flexibility, and balance characteristics of highly proficient golfers. The Journal of Strength and Conditioning Research 21, 1166-1171.
34. Toosizadeh, N., Lei, H., Schwenk, M., Sherman, S., Sternberg, E., Mohler, J. and Najafi, B. (2014a) Does integrative medicine enhance balance in aging adults? – Proof of concept for benefit of electro-acupuncture therapy in Parkinson’s Disease. Gerontology 61, 3-14.
35. Toosizadeh, N., Mohler, J., Wendel, C. and Najafi, B. (2014b) Influences of frailty syndrome on open-loop and closed-loop postural control strategy. Gerontology 61, 51-60.
36. Tropp, H., Askling, C. and Gillquist, J. (1985) Prevention of ankle sprains. American Journal of Sports Medicine 13, 259-262.
37. Wikstrom, E.A., Naik, S., Lodha, N. and Cauraugh, J. H. (2010) Bilateral balance impairments after lateral ankle trauma: a systematic review and meta-analysis. Gait and Posture 31, 407-414.
38. Winter, D. (1990) Biomechanics and motor control of human movement. Wiley, New York.
39. Wrobel, J.S., Marclay, S. and Najafi, B. (2012) Golfing skill level postural control differences: A brief report. Journal of Sports Science and Medicine 11, 452-458.