A simple model for clock-actuated legged locomotion

The spring-loaded inverted pendulum (SLIP) model describes well the steady-state center-of-mass motions of a diverse range of walking and running animals and robots. Here we ask whether the SLIP model can also explain the dynamic stability of these gaits, and we find that it cannot do so in many physically-relevant parameter ranges. We develop an actuated, lossy, clock-torqued SLIP, or CT-SLIP, with more realistic hip-motor torque inputs, that can capture the robust stability properties observed in most animals and some legged robots. Variations of CT-SLIP at a similar level of detail and complexity may also be appropriate for capturing the whole-system center-of-mass dynamics of locomotion of legged animals and robots varying widely in size and morphology. This paper contributes to a broader program to develop mathematical models, at varied levels of detail, that capture the dynamics of integrated organismal systems exhibiting integrated whole-body motion.

[1]  P. Holmes,et al.  Nonlinear Oscillations, Dynamical Systems, and Bifurcations of Vector Fields , 1983, Applied Mathematical Sciences.

[2]  R. Devaney An Introduction to Chaotic Dynamical Systems , 1990 .

[3]  S. Rossignol,et al.  Neural Control of Rhythmic Movements in Vertebrates , 1988 .

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

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

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

[7]  Brian Armstrong-Hélouvry,et al.  Control of machines with friction , 1991, The Kluwer international series in engineering and computer science.

[8]  John Guckenheimer,et al.  A Dynamical Simulation Facility for Hybrid Systems , 1993, Hybrid Systems.

[9]  C. T. Farley,et al.  Running springs: speed and animal size. , 1993, The Journal of experimental biology.

[10]  John Guckenheimer,et al.  Planar Hybrid Systems , 1994, Hybrid Systems.

[11]  Daniel E. Koditschek,et al.  Spring loaded inverted pendulum running: a plant model , 1998 .

[12]  R J Full,et al.  Templates and anchors: neuromechanical hypotheses of legged locomotion on land. , 1999, The Journal of experimental biology.

[13]  Philip Holmes,et al.  Mechanical models for insect locomotion: dynamics and stability in the horizontal plane I. Theory , 2000, Biological Cybernetics.

[14]  D. Koditschek,et al.  Approximating the Stance Map of a 2-DOF Monoped Runner , 2000 .

[15]  H. Benjamin Brown,et al.  Evidence for Spring Loaded Inverted Pendulum Running in a Hexapod Robot , 2000, ISER.

[16]  R. Full,et al.  Adhesive force of a single gecko foot-hair , 2000, Nature.

[17]  R J Full,et al.  How animals move: an integrative view. , 2000, Science.

[18]  Daniel E. Koditschek,et al.  RHex: A Simple and Highly Mobile Hexapod Robot , 2001, Int. J. Robotics Res..

[19]  H. Benjamin Brown,et al.  c ○ 2001 Kluwer Academic Publishers. Manufactured in The Netherlands. RHex: A Biologically Inspired Hexapod Runner ∗ , 2022 .

[20]  P. Holmes,et al.  Mechanical models for insect locomotion: stabilty and parameter studies , 2001 .

[21]  M. Coleman,et al.  Prediction of stable walking for a toy that cannot stand. , 2001, Physical review. E, Statistical, nonlinear, and soft matter physics.

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

[23]  Daniel E. Koditschek,et al.  Template based control of hexapedal running , 2003, 2003 IEEE International Conference on Robotics and Automation (Cat. No.03CH37422).

[24]  Hartmut Geyer,et al.  Swing-leg retraction: a simple control model for stable running , 2003, Journal of Experimental Biology.

[25]  Philip Holmes,et al.  A Simply Stabilized Running Model , 2005, SIAM Rev..

[26]  Martin Buehler,et al.  Towards a dynamic actuator model for a hexapod robot , 2003, 2003 IEEE International Conference on Robotics and Automation (Cat. No.03CH37422).

[27]  Philip Holmes,et al.  Stability Analysis of a Clock-Driven Rigid-Body SLIP Model for RHex , 2004, Int. J. Robotics Res..

[28]  Martin Buehler,et al.  Experimentally validated bounding models for the Scout II quadrupedal robot , 2004, IEEE International Conference on Robotics and Automation, 2004. Proceedings. ICRA '04. 2004.

[29]  Philip Holmes,et al.  Dynamics and stability of insect locomotion: a hexapedal model for horizontal plane motions , 2004, Biological Cybernetics.

[30]  R. Blickhan,et al.  Similarity in multilegged locomotion: Bouncing like a monopode , 1993, Journal of Comparative Physiology A.

[31]  Philip Holmes,et al.  Stability Analysis of Legged Locomotion Models by Symmetry-Factored Return Maps , 2004, Int. J. Robotics Res..

[32]  Raffaele M. Ghigliazza,et al.  TOWARDS A NEUROMECHANICAL MODEL FOR INSECT LOCOMOTION: HYBRID DYNAMICAL SYSTEMS , 2005 .

[33]  R. Blickhan,et al.  Spring-mass running: simple approximate solution and application to gait stability. , 2005, Journal of theoretical biology.

[34]  Philip Holmes,et al.  Running in Three Dimensions: Analysis of a Point-mass Sprung-leg Model , 2005, Int. J. Robotics Res..

[35]  Martin Buehler,et al.  Modeling and Experiments of Untethered Quadrupedal Running with a Bounding Gait: The Scout II Robot , 2005, Int. J. Robotics Res..

[36]  M. Buehler,et al.  On the Stability of the Passive Dynamics of Quadrupedal Running with a Bounding Gait , 2006, Int. J. Robotics Res..

[37]  John Guckenheimer,et al.  The Dynamics of Legged Locomotion: Models, Analyses, and Challenges , 2006, SIAM Rev..

[38]  Philip Holmes,et al.  Three-dimensional Translational Dynamics and Stability of Multi-legged Runners , 2006, Int. J. Robotics Res..

[39]  R J Full,et al.  Distributed mechanical feedback in arthropods and robots simplifies control of rapid running on challenging terrain , 2007, Bioinspiration & biomimetics.

[40]  P. Holmes,et al.  How well can spring-mass-like telescoping leg models fit multi-pedal sagittal-plane locomotion data? , 2008, Journal of theoretical biology.