Feature extraction and modeling of the variability of performance in terms of biomechanical motion patterns during MMH tasks

Biomedical Sciences Instrumentation

Volumn 33, Issue , 1997, Pages 35-40

  Khalaf, Kinda A ^a   Parnianpour, Mohamad ^a   Wade, Lawson ^a  

^a OHIO STATE UNIVERSITY   (United States)

Author keywords

ANOVA; Feature extraction; Karhunen Loeve expansion (KLE); Manual material handling (MMH)

Indexed keywords

BIOMECHANICS; CONFERENCE PAPER; ELECTROMYOGRAPHY; FUNCTIONAL ASSESSMENT; INFORMATION PROCESSING; KINETICS; MATERIALS HANDLING; MODEL; MOTION; PERFORMANCE; STATISTICAL ANALYSIS; WAVEFORM;

ADULT; BIOMECHANICS; DATA INTERPRETATION, STATISTICAL; FEMALE; HUMANS; LIFTING; MALE; MOVEMENT; SIGNAL PROCESSING, COMPUTER-ASSISTED;

EID: 0031428057     PISSN: 00678856     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Conference Paper

References (11)

1. A. Cohen, Biomedical Signal Processing II. Compression and Automatic Recognition. CRC Press, Boca Raton, Florida, 1986.
2. M. Shridhar, and A. Badreldin, "High character recognition algorithm using Fourier descriptors and topological descriptors," Pattern Recognition, vol. 17, no. 5, pp. 515-524, 1984.
3. W. S. Marras, M. Parnianpour, et al., "Quantitative and classification of low back disorders based on trunk motion," Eur. J. Phy. Med. Rehab., vol. 3, pp. 218-235, 1993.
4. H.A. Sharafeddin, Computer Aided Diagnosis of Low Back Disorders Using the Motion Profile. Masters thesis. The Ohio State University, 1995.
5. A. Freivalds, D. Chaffin, et al., "A dynamic biomechanical evaluation of lifting maximum acceptable loads," J. Biomech., vol.,no. 4, pp. 251-262, 1984.
6. P.J. Sparto, K.A. Khalaf, and M. Parnianpour, "The effect of load, mode, and speed of lift on the joint energetics during unconstrained lifting and lowering activities," Advances in Bioengineering, Tarbell (ed), ASME-BED, vol. 26, pp. 467-470, 1993.
7. M.E. Wootten, G.V.B. Kadaba et al., "Dynamic electromyography I. Numerical representation using principal component analysis," J. Orthop. Res., vol. 8, no. 2, pp. 247-258, 1990.
8. D.C. Montgomery, and G.C. Runger, Applied Statistics and Probability for Engineers. John Wiley & Sons, Inc. New York, 1994.
9. A. Garg, U. and Saxena, "Effects of lifting frequency and technique on physical fatigue with special reference to psychophysical methodology and metabolic rate," Am. Ind. Hyg. Assoc. J., vol. 40, pp. 894-903, 1979.
10. S. Kumar, D. Chaffin, et al., "Isometric and isokinetic back and arm lifting strengths: device and measurement," J. Biomech, vol. 21, pp. 35-44, 1988.
11. G.B.J. Andersson, et al., "A biomechnical model of the lumosacral joint during lifting activities," J. Biomech, vol. 18, pp. 571-588, 1985.