Bipedal Walking and Running with Compliant Legs

Passive dynamics plays an important role in legged locomotion of the biological systems. The use of passive dynamics provides a number of advantages in legged locomotion such as energy efficiency, self-stabilization against disturbances, and generating gait patterns and behavioral diversity. Inspired from the theoretical and experimental studies in biomechanics, this paper presents a novel bipedal locomotion model for walking and running behavior which uses compliant legs. This model consists of three-segment legs, two servomotors, and four passive joints that are constrained by eight tension springs. The self-organization of two gait patterns (walking and running) is demonstrated in simulation and in a real-world robot. The analysis of joint kinematics and ground reaction force explains how a minimalistic control architecture can exploit the particular leg design for generating different gait patterns. Moreover, it is shown how the proposed model can be extended for controlling locomotion velocity and gait patterns with the simplest control architecture.

[1]  Laci Jalics,et al.  A Control Strategy for Terrain Adaptive Bipedal Locomotion , 1997, Auton. Robots.

[2]  Russ Tedrake,et al.  Efficient Bipedal Robots Based on Passive-Dynamic Walkers , 2005, Science.

[3]  Martijn Wisse,et al.  Design and Construction of MIKE; a 2-D Autonomous Biped Based on Passive Dynamic Walking , 2006 .

[4]  Reinhard Blickhan,et al.  A movement criterion for running. , 2002, Journal of biomechanics.

[5]  H. Sebastian Seung,et al.  Stochastic policy gradient reinforcement learning on a simple 3D biped , 2004, 2004 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) (IEEE Cat. No.04CH37566).

[6]  T. Geng,et al.  Coupling of Neural Computation with Physical Computation for Stable Dynamic Biped Walking Control , 2005 .

[7]  Laci Jalics,et al.  Rocking, Tapping and Stepping: A Prelude to Dance , 1997, Auton. Robots.

[8]  T. McMahon,et al.  The mechanics of running: how does stiffness couple with speed? , 1990, Journal of biomechanics.

[9]  R. Blickhan The spring-mass model for running and hopping. , 1989, Journal of biomechanics.

[10]  Tad McGeer,et al.  Passive Dynamic Walking , 1990, Int. J. Robotics Res..

[11]  Martijn Wisse,et al.  A Three-Dimensional Passive-Dynamic Walking Robot with Two Legs and Knees , 2001, Int. J. Robotics Res..

[12]  Michael Günther,et al.  Computersimulationen zur Synthetisierung des muskulär erzeugten menschlichen Gehens unter Verwendung eines biomechanischen Mehrkörpermodells , 1997 .

[13]  Manoj Srinivasan,et al.  Computer optimization of a minimal biped model discovers walking and running , 2006, Nature.

[14]  A. J. van den Bogert,et al.  Direct dynamics simulation of the impact phase in heel-toe running. , 1995, Journal of biomechanics.

[15]  Thomas A. McMahon,et al.  Muscles, Reflexes, and Locomotion , 1984 .

[16]  R. Alexander,et al.  A model of bipedal locomotion on compliant legs. , 1992, Philosophical transactions of the Royal Society of London. Series B, Biological sciences.

[17]  Reinhard Blickhan,et al.  Compliant leg behaviour explains basic dynamics of walking and running , 2006, Proceedings of the Royal Society B: Biological Sciences.