Sudden loading injuries to the low back are a concern. Current models are limited in their ability to quantify the time-varying nature of the sudden loading event. The method of approach used six males who were subjected to sudden loads. Response data (EMG and kinematics) were input into a system identification model to yield time-varying torso stiffness estimates. The results show estimates of system stiffness in good agreement with values in the literature. The average root mean square error of the model’s predictions of sagittal motion was equal to . In conclusion, system identification can be implemented with minimal error and used to gain more insight into the time-dependent trunk response to sudden loads.
Issue Section:
Joint/Whole Body
1.
Andersson
, G. B.
, 1981, “Epidemiologic Aspects on Low-Back Pain in Industry
,” Spine
0362-2436, 6
(1
), pp. 53
–60
.2.
Biering-Sorenson
, F.
, 1983, “A Prospective Study of Low Back Pain in a General Population. I. Occurrence, Recurrence, and Aetiology
,” Scand. J. Rehabil. Med.
0036-5505, 15
, pp. 71
–79
.3.
Frymoyer
, J. W.
, Pope
, M. H.
, Clements
, J. H.
, Wilder
, D. G.
, MacPherson
, B.
, and Ashikaga
, T.
, 1983, “Risk Factors in Low-Back Pain. An Epidemiological Survey
,” J. Bone Jt. Surg., Am. Vol.
0021-9355, 65A
(2
), pp. 213
–218
.4.
Walker
, B. F.
, 2000, “The Prevalence of Low Back Pain: A Systematic Review of the Literature From 1966 to 1998
,” J. Spinal Disord.
0895-0385, 13
(3
), pp. 205
–217
.5.
Webster
, B. S.
, and Snook
, S. H.
, 1994, “The Cost of 1989 Workers’ Compensation Low Back Pain Claims
,” Spine
0362-2436, 19
(10
), pp. 1111
–1116
.6.
Manning
, D. P.
, Mitchell
, R. G.
, and Blanchfield
, L. P.
, 1984, “Body Movements and Events Contributing to Accidental and Nonaccidental Back Injuries
,” Spine
0362-2436, 9
(7
), pp. 734
–739
.7.
Manning
, D. P.
, and Shannon
, H. S.
, 1981, “Slipping Accidents Causing Low-Back Pain in a Gearbox Factory
,” Spine
0362-2436, 6
(1
), pp. 70
–72
.8.
Mitchell
, R. G.
, Blanchfield
, L. P.
, and Manning
, D. P.
, 1983, “Back Pain - Not Always Due to Lifting
,” Occup. Health (Lond)
0029-7917, 35
(7
), pp. 316
–323
.9.
Thomas
, J. S.
, Lavender
, S. A.
, Corcos
, D. M.
, and Andersson
, G. B.
, 1998, “Trunk Kinematics and Trunk Muscle Activity During a Rapid Applied Load
,” J. Electromyogr Kinesiol
1050-6411, 8
(4
), pp. 215
–225
.10.
Marras
, W. S.
, Rangarajulu
, S. L.
, and Lavender
, S. A.
, 1987, “Trunk Loading and Expectation
,” Ergonomics
0014-0139, 30
(3
), pp. 551
–562
.11.
Radebold
, A.
, Cholewicki
, J.
, Panjabi
, M.
, and Patel
, T. C.
, 2000, “Muscle Response Pattern to Sudden Trunk Loading in Healthy Individuals and in Patients With Chronic Low Back Pain
,” Spine
0362-2436, 25
(8
), pp. 947
–954
.12.
Lavender
, S. A.
, Mirka
, G. A.
, Schoenmarklin
, R. W.
, Sommerich
, C. M.
, Sudhakar
, L. R.
, and Marras
, W. S.
, 1989, “The Effects of Preview and Task Symmetry on Trunk Muscle Response to Sudden Loading
,” Hum. Factors
0018-7208, 31
(1
), pp. 101
–115
.13.
Cholewicki
, J.
, Juluru
, K.
, Radebold
, A.
, Panjabi
, M. M.
, and McGill
, S. M.
, 1999, “Lumbar Spine Stability Can Be Augmented With an Abdominal Belt and/or Increased Intra-Abdominal Pressure
,” Eur. Spine J.
0940-6719, 8
, pp. 388
–395
.14.
Cholewicki
, J.
, Simons
, A. P. D.
, and Radebold
, A.
, 2000, “Effects of External Trunk Loads on Lumbar Spine Stability
,” J. Biomech.
0021-9290, 33
, pp. 1377
–1385
.15.
Bergmark
, A.
, 1989, “Stability of the Lumbar Spine: A Study in Mechanical Engineering
,” Acta Orthop. Scand.
0001-6470, 230
(Suppl.
), pp. 1
–54
.16.
Cholewicki
, J.
, and McGill
, S. M.
, 1994, “Relationship Between Muscle Force and Stiffness in the Whole Mammalian Muscle: A Simulation Study
,” J. Biomed. Eng.
0141-5425, 117
, pp. 339
–342
.17.
Crisco
, J.
, and Panjabi
, M.
, 1991, “The Intersegmental and Multisegmental Muscles of the Lumbar Spine: A Biomechanical Model Comparing Lateral Stabilizing Potential
,” Spine
0362-2436, 16
, pp. 793
–799
.18.
Buckner
, G. D.
, Schuetze
, K. T.
, and Beno
, J. H.
, 2001, “Intelligent Feedback Linearization for Active Vehicle Suspension Control
,” ASME J. Dyn. Syst., Meas., Control
0022-0434, 123
(4
), pp. 727
–733
.19.
Haykin
, S. S.
, 1999, Neural Networks: A Comprehensive Foundation
, Prentice-Hall
, Upper Saddle River, NJ.20.
Sjöberg
, J.
, Hjalmerson
, H.
, and Ljung
, L.
, 1994, “Neural Networks in System Identification
,” in Proceedings of the 10th IFAC symposium on SYSID, Copenhagen
, Denmark, Vol. 2
, pp. 49
–71
.21.
Rumelhart
, D. E.
, Hinton
, G. E.
, and Williams
, R. J.
, 1986, Parallel Distributed Processing
, MIT Press
, Cambridge, Vol. 1
, pp. 318
–362
.22.
Thelen
, D. G.
, Schultz
, A. B.
, and Ashton-Miller
, J. A.
, 1994, “Quantitative Interpretation of Lumbar Muscle Myoelectric Signals during Rapid Cyclic Attempted Trunk Flexions and Extensions
,” J. Biomech.
0021-9290, 27
(2
), pp. 157
–167
.23.
Lawrence
, B. M.
, Mirka
, G. A.
, and Buckner
, G. D.
, 2005, “Intelligent System Identification Applied to the Biomechanical Response of the Human Trunk During Sudden Loading
,” J. Biomech.
0021-9290, 38
(12
), pp. 2472
–2479
.Copyright © 2006
by American Society of Mechanical Engineers
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