A study of fuzzy-neural force control for a quadrupedal walking machine

Journal of Dynamic Systems, Measurement and Control, Transactions of the ASME

Volumn 120, Issue 1, 1998, Pages 124-133

  Tsai, Chau Ren ^a   Lee, Tsu Tian ^a  

^a NATIONAL TAIWAN UNIVERSITY OF SCIENCE AND TECHNOLOGY   (Taiwan)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 0000772563     PISSN: 00220434     EISSN: 15289028     Source Type: Journal    
DOI: 10.1115/1.2801308     Document Type: Article

References (37)

1. B. S. Lin and S. M. Song, “Dynamic Modeling, Stability and Energy Efficiency of a Quadrupedal Walking Machine,” IEEE Int. Conf. on Robotics and Automation, Vol. 3, pp. 367-373, 1993.
2. N. X. Chen and S. M. Song, “Optimal Synthesis and Analysis of a New Leg Mechanism: The Planetary Gear Leg,” Proc. of 1992 ASME Mechanisms Conf: Robotics, Spatial Mechanisms, and Mechanical Systems, ASME DE-Vol. 45, pp. 155-161, Tempe, Arizona, Sept. 1992.
3. S. Dubowski and D. T. DesForges, “The Application of Model-Referenced Adaptive Control to Robotic Manipulators,” ASME Journal of Dynamic Systems, Measurement and Control, Vol. 101, pp. 193-200, 1979.
4. A. J. Koivo and T. H. Guo, “Adaptive Linear Controller for Robotic Manipulators,” IEEE Trans, Automatic Control, Vol. AC-29, pp. 837-840, 1984.
5. W. T. Miller, “Real-Time Neural Network Control of a Biped Walking Robot,” IEEE Control Systems Magazine, Vol. 14, No. 1, pp. 41-48, 1994.
6. E. H. Mamdani and S. Assilian, “An Experiment in Linguistic Synthesis with a Fuzzy Logic Controller,” Int. J. Man-Machine Studies, Vol. 7, pp. 1-13, 1975.
7. David R. Dodds, “Fuzziness in Knowledge-Based Robotics Systems,” Fuzzy Sets and Systems, Vol. 26, pp. 179-193, 1988.
8. M. DeYong, J. Poison, R. Moore, C. C. Weng and J. Lara, “Fuzzy and Adaptive Control Simulations for a Walking Machine,” IEEE Control Systems Magazine, Vol. 12, No. 3, pp. 43-50, 1992.
9. J. K. Lee and S. M. Song, “A Study of Instantaneous Kinematics of Walking Machines,” Int. J. of Robotics and Automation, Vol. 5, No. 3, pp. 131-138, 1990.
10. C. R. Tsai, T. T. Lee and S. M. Song, “Fuzzy Logic Control of a Planetary Gear Type Walking Machune Leg,” Robotica, Vol. 15, 1997, pp. 533-546.
11. K. J. Waldron, “Force and Motion Management in Legged Locomotion,” IEEE J, of Robotics and Automation, Vol. RA-2, No. 4, pp. 214-220, Dec. 1986.
12. Yoichi Hori, Koji Shimura and Masayoshi Tomizuka, “Position/Force Control of Multi-Axis Robot Manipulator based on the TDOF Robust Servo Controller for Each Joint,” Proc. of American Control Conference, pp. 753-757, 1992.
13. S. Z. He, S. H. Tan, C. C. Hang and P. Z. Wang, “Design of an On-line Rule-adaptive Fuzzy Control System,” IEEE Int. Conference on Fuzzy System, pp. 83-91, 1992.
14. C. T. Lin, C. J. Lin and C. S. G. Lee, “Fuzzy Adaptive Learning Control Network with On-Line Neural Learning,” Fuzzy Sets and systems, Vol. 71, pp. 25-45, 1995.
15. G. A. Carpenter, S. Grossberg and D. B. Rosen, “Fuzzy ART: Fast Stable Learning and Categorization of Analog Patterns by an Adaptive Resonance System,” Neural Networks, Vol. 4, pp. 759-771, 1991.
16. J. S. Albus, “A New Approach to Manipulator Control: The Cerebellar Model Articulation Controller,” ASME Journal of Dynamic Systems, Measurement, and Control, pp. 220-227, Sept. 1975.
17. H. Lehtinen, “Force Control for Walking on Soft Tertian,” Robotica, Vol. 14, pp. 165-172, 1996.
18. H. Adachi, N. Koyachi and E. Nakano, “Machanism and Control of a Quadruped Walking Robot,” IEEE Control System Magazine, Vol. 8, No. 5, pp. 14-19, 1988.
19. R. B. McGhee and G. I. Iswandhi, “Adaptive Locomotion of a Multilegged Rover Over Rough Terrians,” IEEE Trans, on Systems, Man, and Cybernatics, Vol. SMC-9, No. 4, pp. 176-185, 1979.
20. S. Hirose, “A Study of Design and Control of a Quadruped Walking Vehicle,” Int. J. of Robotics Research, Vol. 3, No. 2, pp. 113-133, 1984.
21. T. T. Lee and C. L. Shih, “Real Time Computer Control of a Quadruped Walking Robot,” ASME Journal of Dynamic Systems, Measurement and Control, Vol. 108, pp. 346-353, 1996.
22. T. T. Lee and C. L. Shih, “A Study of the Gait Control of a Quadruped Walking Vehicle,” IEEE J. of Robotics and Automation, Vol. RA-2, No. 2, pp. 61-69, 1986.
23. N. Hogan, “Impedance Control: An Approach to Manipulation,” ASME Journal of Dynamic Systems, Measurement and Control, Vol. 107, pp. 124, 1985.
24. R. B. McGhee and D. E. Orin, “A Mathematical Programming Approach to Control of Joint Positions and Torques in Legged Locomotion Systems,” Proc. ROMANSY-76 Symp., Warsaw, Poland, Sept. 1976.
25. D. E. Orin and S. Y. Oh, “Control of Force Distribution in Robotic Mechanisms Containing Closed Kinematic Chains,” ASME Journal of Dynamic Systems, Measurement and Control, Vol. 102, pp. 134-141, 1981.
26. C. A. Klein, K. W. Olson and D. R. Pugh, “Use of Force and Attitude Sensors for Locomotion of a Legged Vehicle over Irregular Terrain,” Int. J. of Robotics Research, Vol. 2, No. 2, pp. 3-17, 1983.
27. C. A. Klein and S. Kittivatcharapong, “Optimal Force Distribution for the Legs of a Walking Machine with Friction Cone Constraints,” IEEE Trans, on Robotics nd Automation, Vol. 6, No. 1, pp. 73-85, 1990.
28. D. M. Gorinevsky and A. Yu. Shneider, “Force Control in Locomotion of Legged Vehicles over Rigid and Soft Surfaces,” Int. J. of Robotics Research, Vol. 9, No. 2, pp. 4-23, 1990.
29. K. Yoneda, H. Iiyama and S. Hirose, “Sky-Hook Suspension Control of a Quadruped Walking Vehicle,” IEEE Int. Conf. on Robotics and Automation, pp. 999-1004, 1994.
30. H. Liu and B. Wen, “Force Distribution for the Legs of a Quadruped Walking Vehicle,” J. of Robotic Systems, Vol. 14, No. 1, pp. 1-8, 1997.
31. Y. Lin and S. M. Song, “A CMAC Neural-Network-Based Algorithm for the Kinematic Control of a Walking Machine,” Engineering Applications of Artificial Intelligence, Vol. 5, No. 6, pp. 539-551, 1992.
32. A. Guez and J. W. Selinsky, “A Neurocontroller with Guaranteed Performance for Rigid Robots,” Proc. of Int. Joint Conf on Neural Networks, Vol. 2, pp. 347-351, 1990.
33. S. Y. Kung and J. N. Hwang, “Neural Network Architectures for Robotics Applications,” IEEE Trans, on Robotics nd Automation, Vol. 5, No. 5, pp. 641-657, 1989.
34. W. T. Miller, R. P. Hewes, F. H. Glanz and L. G. Kraft, “Real-Time Dynamic Control of an Industrial Munipultor Using a Neural-Network Based Learning Controller,” IEEE Trans, on Robotics nd Automation, Vol. 6, No. 1, pp. 1-9, 1990.
35. R. R. Yager, “Implementing Fuzzy Logic Controller Using a Neural Network,” Fuzzy Sets and Systems, Vol. 48, pp. 53-64, 1992.
36. D. Nauck and R. Kruse, “A Fuzzy Neural Network Learning Fuzzy Control Rules and Membership Functions by Fuzzy Error Backpropagation,” Proc. IEEE Int. Conf. on Neural Networks, pp. 1022-1027, 1993.
37. C. T. Lin and C. S. G. Lee, “Neural-Network-Based Fuzzy Logic Control and Decision System,” IEEE Trans, on Computers, Vol. 40, No. 12, pp. 1320-1360, 1991.