Coordinated three-dimensional motion of the head and torso by dynamic neural networks

IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics

Volumn 28, Issue 5, 1998, Pages 653-666

  Kim, Jaywoo ^a   Hemami, Hooshang ^b  

^a Ssangyong Motor Company   (South Korea)

^b Ohio State University   (United States)

Author keywords

Biomechanics; Central nervous system; Human torso; Neural network

Indexed keywords

ACTUATORS; COMPUTER SIMULATION; DIFFERENTIAL EQUATIONS; FEEDBACK CONTROL; IMAGE ANALYSIS; NEURAL NETWORKS; NONLINEAR CONTROL SYSTEMS; NONLINEAR EQUATIONS; STATE ESTIMATION; SYSTEM STABILITY; THREE DIMENSIONAL COMPUTER GRAPHICS;

COORDINATED THREE-DIMENSIONAL MOTION; NEWTON-EULER METHOD;

BIOMECHANICS;

EID: 0032187158     PISSN: 10834419     EISSN: None     Source Type: Journal    
DOI: 10.1109/3477.718516     Document Type: Article

References (43)

1. L. Almeida, "A learning rule for asynchronous perceptrons with a feedback in a combinatorial environment," in Proc. IEEE 1st Int. Conf. Neural Networks, San Diego, CA, 1987, pp. 609-618.
2. A. Bahill, Bioengineering. Englewood Cliffs, NJ: Prentice-Hall, 1981, ch. 4, pp. 228-231.
3. E. Bizzi, "Motor control mechanisms: An overview," Neural. Clinician, vol. 5, pp. 523-528, 1987.
4. O. Bottema and B. Roth, Theoretical Kinematics. Amsterdam, The Netherlands: Elsevier, 1977, pp. 103-119.
5. V. Brooks, The Neural Basis of Motor Control. New York: Oxford Univ. Press, 1986.
6. D. R. Budney and D. G. Bellow, "Kinetic analysis of a golf swing," Res. Quart. Exercise Sport, vol. 50, pp. 171-179, 1979.
7. F. Chen, "Back-propagation neural networks for nonlinear self-tuning adaptive control," IEEE Contr. Syst. Mag., pp. 44-48, Apr. 1990.
8. F. Couples and J. Andrisain, Total Shotmaking. New York: Harper Perennial, 1995.
9. J. A. Dinneen and H. Hemami, "Stability and movement of a one-link neuromuscloskeletal sagittal arm," IEEE Trans. Biomed. Eng., vol. 40, pp. 541-548, June 1993.
10. C. C. A. M. Gielen and J. C. Houk, "A model of the motor servo: Incorporating nonlinear spindle receptor and muscle mechanical properties," Biol. Cybern., vol. 57, pp. 217-231, 1987.
11. S. Grillner, J. T. Buchanan, P. Wallen, and L. Broodin, "Neural control of locomotion in lower vertebrates: From behavior to ionic mechanisms," Neural Control of Rhythmic Movements in Vertebrates, A. H. Cohen, S. Rossignol, and S. Grillner, Eds. New York: Wiley, 1988, ch. 1, pp. 1-40.
12. H. Hemami, "A state space model for interconnected rigid bodies," IEEE Trans. Automat. Contr., vol. AC-27, pp. 376-382, Apr. 1982.
13. H. Hemami and J. Dinneen, "A marionette-based strategy for stable movement," IEEE Trans. Syst., Man, Cybern., vol. 23, no. 2, pp. 502-511, 1993.
14. N. Hogan, "Adaptive control of mechanical impedance by coactivation of antagonistic muscles," IEEE Trans. Automat. Contr., vol. AC-29, no. 8, pp. 681-690, 1984.
15. _, "The mechanics of multi-joint posture and movement control," Biol. Cybern., vol. 52, pp. 315-331, 1985.
16. K. Iqbal, H. Hemami, and S. Simon, "Stability and control of a frontal four-link biped system," IEEE Trans. Biomed. Eng., vol. 40, no. 10, pp. 1007-1018, 1993.
17. H. Kallel, "Stability and control of constrained three dimensional robotic systems with application to bipedal postural movements," Ph.D. dissertation, Dept. of Elect. Eng., Ohio State Univ., Columbus, 1991.
18. A. Karakasoglu, S. Sudhasanan, and M. Sundareshan, "Identification and decentralized adaptive control using dynamical neural networks with application to robotic manipulators," IEEE Trans. Neural Networks, vol. 4, pp. 919-930, Nov. 1993.
19. M. Kawato, K. Furukawa, and R. Suzuki, "A hierarchical neural network model for control and learning of voluntary movement," Biol. Cybern., vol. 57, pp. 169-185, 1987.
20. M. Kawato, Y. Uno, M. Isobe, and R. Suzuki, "Hierarchical neural network model for voluntary movement with application to robotics," IEEE Contr. Syst. Mag., vol. 8, pp. 8-16, Apr. 1988.
21. Y. Wada and M. Kawato, "A neural network model for arm trajectory formation using forward and inverse dynamics models," Neural Networks, vol. 6, pp. 919-932, 1993.
22. J. Kim and H. Hemami, "Control of a one-link arm by burst signal generators," Biol. Cybern., vol. 73, pp. 37-47, 1995.
23. J. Kim, "Neural excitation, training, and control of biorobotic systems," Ph.D. dissertation, Dept. of Elect. Eng., The Ohio State Univ., Columbus, 1995.
24. A. Kuo, "An optimal control model for analyzing human postural balance," IEEE Trans. Biomed. Eng., vol. 42, pp. 87-101, Jan. 1995.
25. M. Kawato, "Computational schemes and neural network models for formation and control of multijoint trajectory," Neural Networks for Control, W. Miller, R. Suuton, and P. Werbos, Eds. Cambridge, MA: MIT Press, 1990, pp. 197-228.
26. C. Morris and H. Lecar, "Voltage oscillations in the barnacle giant muscle fiber," Biophys. J., vol. 35, pp. 193-213, 1981.
27. H. D. Ong, H. Hemami, and S. Simon, "Simulation studies of musculoskeletal dynamics in cycling and sitting on a chair," Multiple Muscle Systems: Biomechanics and Movement Organization, J. Winters and S. Woo, Eds. New York: Springer-Verlag, 1990, ch. 32, pp. 518-533, 1990.
28. M. Pandy, F. Anderson, and D. Hull, "A parameter optimization approach for the optimal control of large scale, musculoskeletal systems," J. Biomech., vol. 114, pp. 450-460, 1992.
29. J. Peles, "Relations between neck muscle activity and three dimensional head kinematics during natural head tracking movement," M.S. thesis, Arizona State Univ., Tempe, 1990.
30. F. Pineda, "Dynamics and architecture for neural computation," J. Complexity, vol. 4, pp. 216-245, 1988.
31. D. Psaltis, A. Sideris, and A. Yamamura, "A multilayered neural network controller," IEEE Contr. Syst. Mag., pp. 17-21, Apr. 1988.
32. S. Rossignol, J. P. Lund, and T. Drew, "The role of sensory inputs in regulating patterns of rhythmical movements in higher vertebrates: A comparison between locomotion, respiration, and mastication," Neural Control of Rhythmic Movements in Vertebrates, A. H. Cohen, S. Rossignol, and S. Grillner, Eds. New York: Wiley, 1988, ch. 7, pp. 201-283.
33. E. Sim, "The application of optimal control theory for analysis of human jumping and pedaling," Ph.D. dissertation, Dept. of Elect. Eng., Univ. of Maryland, College Park, 1988.
34. E. Sim, W. Levine, F. Zajac, and E. Topp, "Some results on modeling and computing the controls that produce maximal height jumps," in Proc. IEEE Int. Conf. Control Applications, Jerusalem, Israel, 1989, RP-3-7, pp. 1-7.
35. S. Sudharsanan and M. Sundareshan, "Training of a three-layer dynamical recurrent neural network for nonlinear input-output mapping," in Proc. IJCNN-91, Seattle, WA, 1991, vol. II, pp. 111-116.
36. Y. Uno, M. Kawato, and R. Suzuki, "Formation and control of optimal trajectory in human multijoint arm movement," Biol. Cybern., vol. 61, pp. 89-101, 1989.
37. M. Vukobratovic, Legged Locomotion Robots and Anthropomorphic Mechanisms. Belgrade, Yugoslavia: Mihailo Pupin, 1975.
38. J. Winttenburg, Dynamics of Systems of Rigid Bodies. Stuttgart, Germany: B. G. Teubner, 1977.
39. B. Widrow and M. Lehr, "30 years of adaptive neural networks: Perceptron, Madaline, and backpropagation," Proc. IEEE, vol. 78, pp. 1415-1442, Sept. 1990.
40. J. Winters, "Concepts in neuromuscular modeling," Three-Dimensional Analysis of Human Movement, P. Allard, I. Stokes, and J. Blanchi, Eds. Champaign, IL: Human Kinetics, 1995, ch. 12, pp. 257-292.
41. R. Williams and A. Seireg, "Interative modeling and analysis of open or closed loop dynamic system with redundant actuators," Trans. ASME J. Mech. Des., vol. 101, pp. 407-417, 1979.
42. F. Zajac, "Muscle coordination of movement: A perspective," J. Biomech., vol. 26, sup. 1, pp. 109-124, 1993.
43. _, "Muscle and tendon: Properties, models, scaling, and application to biomechanics and motor control," Crit. Rev. Biomed. Eng., vol. 17, no. 4, pp. 359-411, 1989.