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Study on the Real-Time Walking Control of a Humanoid Robot U sing Fuzzy Algorithm  

Kong, Jung-Shik (Department of Micro robot, Daeduck College)
Lee, Eung-Hyuk (Department of Electronic Engineering, Korea Polytechnic Univ.)
Lee, Bo-Hee (Department of Electrical Engineering, Semyung Univ.)
Kim, Jin-Geol (School of Electronic and Electrical Engineering, Inha Univ.)
Publication Information
International Journal of Control, Automation, and Systems / v.6, no.4, 2008 , pp. 551-558 More about this Journal
Abstract
This paper deals with the real-time stable walking for a humanoid robot, ISHURO-II, on uneven terrain. A humanoid robot necessitates achieving posture stabilization since it has basic problems such as structural instability. In this paper, a stabilization algorithm is proposed using the ground reaction forces, which are measured using FSR (Force Sensing Resistor) sensors during walking, and the ground conditions are estimated from these data. From this information the robot selects the proper motion pattern and overcomes ground irregularities effectively. In order to generate the proper reaction under the various ground situations, a fuzzy algorithm is applied in finding the proper angle of the joint. The performance of the proposed algorithm is verified by simulation and walking experiments on a 24-DOFs humanoid robot, ISHURO-II.
Keywords
Force sensing resistor; fuzzy algorithm; humanoid robot; stabilization;
Citations & Related Records
Times Cited By KSCI : 1  (Citation Analysis)
Times Cited By Web Of Science : 7  (Related Records In Web of Science)
Times Cited By SCOPUS : 12
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1 T. Fukuda, Y. Komata, and T. Arakawa, "Stabilization control of biped locomotion robot based learning with GAs having self-adaptive mutation and recurrent neural networks," Proc. of IEEE Int. Conf. on Robotics & Automation, pp. 217-222, 1997
2 Y. Okumura, T. Tawara, K. Endo, T. Furuta, M. Shimizu, "Realtime ZMP compensation for biped walking robot using adaptive inertia force control," Proc. of IEEE/RSJ Intl. Conf. on Intelligent Robots and Systems, pp. 335-339, 2003
3 K. Nishiwaki, T. Sugihara, S. Kagami, M. Inaba, and H. Inoue, "Online mixture and connection of basic motions for humanoid walking control by footprint specification," Proc. of IEEE Int. Conf. on Robotics & Automation, pp. 4110-4115, 2001
4 T. Sugihara and Y. Nakamura, "Whole-body cooperative balancing of humanoid robot using COG Jacobian," Proc. of IEEE/RSJ. Intl. Conf. on Intelligent Robots and Systems, pp. 2575- 2580, 2002
5 D. Djoudi and C. Chevallereau, "Stability analysis of a walk of a biped with control of the ZMP," Prof. of IEEE/RSJ Int. Conf. on Intelligent Robots and Systems, pp. 2461-2467, 2005
6 D. Kim, S. Seo, and G. Park, "Zero-moment point trajectory modeling of a biped walking robot using an adaptive neuro-fuzzy system," Proc. of IEE Control Theory, vol. 152, pp. 411- 426, 2005
7 M. Vukobratovic and D. Juricic, "Contribution to the synthesis of biped gait," IEEE Trans. on Bio-Medical Engineering, vol. 16, pp. 1-6, 1969   DOI   ScienceOn
8 E. Cuevas, D. Zaldivar, and R. Rojas, "Incremental fuzzy control for a biped robot balance," Proc. of IASTED Int. Conf. on Robotics and Applications, pp. 99-104, 2005
9 K. Kondak and G. Hommel, "Online generation of stable gait for biped robots with feed-back loop algorithm," Proc. of IEEE Conf. on Robotics, Automation and Mechatronics, pp. 710-715, 2004
10 S. Kajita, F. Kanehiro, K. Kaneko, K. Fujiwara, K. Harada, K. Yokoi, and H. Hirukawa, "Biped walking pattern generation by using preview control of zero-moment point," Proc. of IEEE Int. Conf. on Robotics & Automation, pp. 1620- 1626, 2003
11 Y.-K. Hwang, K.-J. Choi, and D.-S. Hong, "Selflearning control of cooperative motion for humanoid robots," International Journal of Control, Automation, and Systems, vol. 4, no. 6, pp. 725-735, 2006   과학기술학회마을
12 K. Nishiwaki, S. Kagami, Y. Kuniyoshi, M. Inaba, and H. Inoue, "Online generation of humanoid walking motion based on a fast generation method of motion pattern that follows desired ZMP," Proc. of IEEE/RSJ Int. Conf. on Intelligent Robots and System, vol. 3, pp. 2684- 2689, 2002
13 Q. Huang and Y. Nakamura, "Sensory reflex control for humanoid walking," IEEE Trans. on Robotics, vol. 21, pp. 977-984, 2005   DOI   ScienceOn