Estimation of muscle forces about the wrist joint during isometric tasks using an EMG coefficient method.

A technique for estimating isometric muscle forces based on EMGs and anatomical parameters is presented. In the present study, we record EMGs from five muscles acting at the wrist, during a series of isometric contractions in flexion, extension, ulnar deviation and radial deviation. The method then uses these EMG signals and the necessary anatomical data to estimate individual muscle forces. For one subject, complete anatomical parameters were estimated by MRI reconstruction of muscle moment arms and lines of muscle action. In all subjects, the errors associated with variability in the EMG signals were reduced through the use of signal processing techniques and intensive subject training. These EMG-based force estimates were then validated by evaluations at torque directions in which no mechanical redundancy existed. The stability of the solution space was examined using Monte Carlo simulations. The results of our study show that individual muscle forces at the wrist can be estimated with considerable accuracy, without assuming any control strategy (as is done with optimization theories). However, due to the limited mechanical redundancy of the wrist, it is uncertain whether the method can be used to estimate muscle forces in more highly redundant systems.

[1]  W. Press,et al.  Numerical Recipes: The Art of Scientific Computing , 1987 .

[2]  R. Stein,et al.  The relation between the surface electromyogram and muscular force. , 1975, The Journal of physiology.

[3]  J M Macpherson,et al.  Strategies that simplify the control of quadrupedal stance. II. Electromyographic activity. , 1988, Journal of neurophysiology.

[4]  D T Davy,et al.  An optimization approach to tendon force analysis. , 1974, Journal of biomechanics.

[5]  R. Crowninshield,et al.  A physiologically based criterion of muscle force prediction in locomotion. , 1981, Journal of biomechanics.

[6]  K. An,et al.  Determination of forces in extensor pollicis longus and flexor pollicis longus of the thumb. , 1983, Journal of applied physiology: respiratory, environmental and exercise physiology.

[7]  J. G. Andrews,et al.  An in-vivo study of normal wrist kinematics. , 1982, Journal of biomechanical engineering.

[8]  C. J. De Duca,et al.  Force analysis of individual muscles acting simultaneously on the shoulder joint during isometric abduction. , 1973, Journal of biomechanics.

[9]  J. Saunders,et al.  Relation of human electromyogram to muscular tension. , 1952, Electroencephalography and clinical neurophysiology.

[10]  J. Soechting,et al.  The electromyogram as a measure of tension in the human biceps and triceps muscles , 1971 .

[11]  S. Bouisset EMG and Muscle Force in Normal Motor Activities , 1973 .

[12]  B. Bigland-ritchie,et al.  Linear and non-linear surface EMG/force relationships in human muscles. An anatomical/functional argument for the existence of both. , 1983, American journal of physical medicine.

[13]  W. Rymer,et al.  Strategies for muscle activation during isometric torque generation at the human elbow. , 1989, Journal of neurophysiology.

[14]  F. P. Kendall,et al.  Muscles, testing and function , 1971 .

[15]  H. J. de Jongh,et al.  Forces acting on the mandible during bilateral static bite at different bite force levels. , 1980, Journal of biomechanics.

[16]  W. Rymer,et al.  Characteristics of synergic relations during isometric contractions of human elbow muscles. , 1986, Journal of neurophysiology.

[17]  D T Davy,et al.  An investigation of muscle lines of action about the hip: a centroid line approach vs the straight line approach. , 1975, Journal of biomechanics.

[18]  R. Gregor,et al.  In vivo moment arm calculations at the ankle using magnetic resonance imaging (MRI). , 1990, Journal of biomechanics.

[19]  J. G. Andrews,et al.  A biomechanical investigation of wrist kinematics. , 1979, Journal of biomechanics.

[20]  Paul W. Brand,et al.  Clinical mechanics of the hand , 1985 .

[21]  K N An,et al.  Determination of muscle and joint forces: a new technique to solve the indeterminate problem. , 1984, Journal of biomechanical engineering.

[22]  M. Flanders,et al.  Arm muscle activation for static forces in three-dimensional space. , 1990, Journal of neurophysiology.

[23]  William H. Press,et al.  The Art of Scientific Computing Second Edition , 1998 .

[24]  J. H. Koolstra,et al.  An iterative procedure to estimate muscle lines of action in vivo. , 1989, Journal of biomechanics.

[25]  W T DEMPSTER,et al.  Relative activity of wrist moving muscles in static support of the wrist joint; an electromyographic study. , 1947, The American journal of physiology.

[26]  Zuniga En,et al.  Nonlinear relationship between averaged electromyogram potential and muscle tension in normal subjects. , 1969 .

[27]  J. G. Andrews,et al.  The kinetics of normal and prosthetic wrists. , 1985, Journal of biomechanics.

[28]  H J Sommer,et al.  A technique for kinematic modeling of anatomical joints. , 1980, Journal of biomechanical engineering.