Abstract
This paper proposes an environmental adaptation mechanism for a biped walking robot control on up/down slopes. In order to cope with a variety of environments, the proposed locomotion control system has dual adaptation loops. The first adaptation loop is a phase entrainment attribute of coupled nonlinear oscillators that directly encode the locomotion cycle, and it corresponds to a kind of feedback adaptation against perturbative changes. In contrast, the second one is elicitation of sensorimotor constraints, that is kinematic parameters constrain limbs trajectories (e.g. length of stride) according to the environmental state. Thus it can be considered as a kind of feedforward adaptation. In this paper, the validity of the proposed adaptation mechanisms can be evaluated through a physical simulations of a biped walking robot.
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Honda Worldwide – ASIMO at: http://world.honda.com/ASIMO/
McGeer, T.: Passive dynamic walking. International Journal of Robotics Research 9(2), 62–82 (1990)
Collins, S., Ruina, A., Tedrake, R., Wisse, M.: Efficient Bipedal Robots Based on Passive Dynamic Walkers. Science Magazine 307, 1082–1085 (2005)
Asano, F., Yamakita, M., Kamamichi, N., Luo, Z.-W.: A Novel Gait Generation for Biped Walking Robots Based on Mechanical Energy Constraint. IEEE Tran. on Robotics and Automation 20(3), 565–573 (2004)
Ogino, M., Hosoda, K., Asada, M.: Learning Energy-Efficient Walking with Ballistic Walking. In: Adaptive Motion of Animals and Machines, pp. 155–164. Springer, Heidelberg (2005)
Taga, G.: A model of the neuro-musculo-skeletal system for human locomotion. Biological Cybernetics 73(1), 97–111 (1995)
Ijspeert, A.J.: A connectionist central pattern generator for the aquatic and terrestrial gaits of a simulated salamander. Biological Cybernetics 85, 331–348 (2001)
Makino, Y., Akiyama, M., Yano, M.: Emergent mechanisms in multiple pattern generation of the lobster pyloric network. Biological Cybernetics 82, 443–454 (2000)
Tsuchiya, K., Aoi, S., Tsujita, K.: Locomotion Control of a Biped Locomotion Robot using Nonlinear Oscillators. In: Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, pp. 1745–1750 (2003)
Kimura, H., Fukuoka, Y., Mimura, T.: Dynamics based integration of motion adaptation for quadruped robot “tekken”. In: Proc. of the second International Symposium on Adaptive Motion of Animals and Machines (2003)
Mori, F., Nakajima, K., Shigemi, M.: Control of Bipedal Walking in the Japanese Monkey, Reactive and Anticipatory Control Mechanisms. In: M. fuscata: Adaptive Motion of Animals and Machines, pp. 249–259. Springer, Heidelberg (2005)
Kuo, A.D.: The relative roles of feedforward and feedback in the control of rhythmic movements. Motor Control 6, 129–145 (2002)
Ito, S., Kawasaki, H.: Regularity in an environment produces an internal torque pattern for biped balance control. Biological Cybernetics 92, 241–251 (2005)
Kondo, T., Somei, T., Ito, K.: A predictive constraints selection model for periodic motion pattern generation. In: Proc. of 2004 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2004), pp. 975–980 (2004)
Kohonen, T.: Self-Organizing Maps. Springer, Heidelberg (1995)
Smith, R.: Open dynamics engine v0.5 user guide (2004), http://ode.org/
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© 2006 Springer-Verlag Berlin Heidelberg
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Iida, S., Kondo, T., Ito, K. (2006). An Environmental Adaptation Mechanism for a Biped Walking Robot Control Based on Elicitation of Sensorimotor Constraints. In: Nolfi, S., et al. From Animals to Animats 9. SAB 2006. Lecture Notes in Computer Science(), vol 4095. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11840541_15
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DOI: https://doi.org/10.1007/11840541_15
Publisher Name: Springer, Berlin, Heidelberg
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