Quantifying disturbance rejection of SLIP-like running systems

The speed and maneuverability at which legged animals can travel across rough and cluttered landscapes has provided inspiration for the development of legged robots with similar capabilities. Researchers have developed a number of robots that can run over rough terrain, but there is currently no universally accepted measure for stability in an unstructured environment. This paper considers the effectiveness of a number of stability metrics in predicting the disturbance-rejection behavior of three spring-loaded inverted pendulum (SLIP)-like systems ranging from simple reduced-order models to a one-legged mechanical hopping robot. We show that the gait stability norm utilizing leg-centric indicators and a two-step decay ratio utilizing body-centric indicators provide the best correlation between step response behavior and how the systems perform when running over unknown, uneven terrain. By providing a cross-platform stability comparison, this paper facilitates the development and evaluation of robots and control schemes, such as the active energy removal approach utilized in this paper, that aim to improve the stability of running systems.

[1]  Martin Buehler,et al.  SCOUT: a simple quadruped that walks, climbs, and runs , 1998, Proceedings. 1998 IEEE International Conference on Robotics and Automation (Cat. No.98CH36146).

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

[3]  T. McGeer,et al.  Passive bipedal running , 1990, Proceedings of the Royal Society of London. B. Biological Sciences.

[4]  R. Alexander,et al.  The mechanics of hopping by kangaroos (Macropodidae) , 2009 .

[5]  Hiroshi Kimura,et al.  Dynamic locomotion of a biomorphic quadruped 'Tekken' robot using various gaits: walk, trot, free-gait and bound , 2009 .

[6]  Kevin Blankespoor,et al.  BigDog, the Rough-Terrain Quadruped Robot , 2008 .

[7]  R J Full,et al.  Neuromechanical response of musculo-skeletal structures in cockroaches during rapid running on rough terrain , 2008, Journal of Experimental Biology.

[8]  Arthur D. Kuo,et al.  Stabilization of Lateral Motion in Passive Dynamic Walking , 1999, Int. J. Robotics Res..

[9]  Martijn Wisse,et al.  Running with improved disturbance rejection by using non-linear leg springs , 2011, Int. J. Robotics Res..

[10]  Daniel Koditschek,et al.  Quantifying Dynamic Stability and Maneuverability in Legged Locomotion1 , 2002, Integrative and comparative biology.

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

[12]  John Schmitt Incorporating Energy Variations Into Controlled Sagittal Plane Locomotion Dynamics , 2007 .

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

[14]  Marc H. Raibert,et al.  Legged Robots That Balance , 1986, IEEE Expert.

[15]  J. Dingwell,et al.  Dynamic stability of passive dynamic walking on an irregular surface. , 2007, Journal of biomechanical engineering.

[16]  A. Biewener,et al.  Running over rough terrain: guinea fowl maintain dynamic stability despite a large unexpected change in substrate height , 2006, Journal of Experimental Biology.

[17]  R. Full,et al.  Dynamic stabilization of rapid hexapedal locomotion. , 2002, The Journal of experimental biology.

[18]  J. Schmitt,et al.  Modeling posture-dependent leg actuation in sagittal plane locomotion , 2009, Bioinspiration & biomimetics.

[19]  Katie Byl,et al.  Metastable Walking Machines , 2009, Int. J. Robotics Res..

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

[21]  Jonathan E. Clark,et al.  Toward a Dynamic Vertical Climbing Robot , 2006 .

[22]  Shai Revzen,et al.  Neuromechanical Control Architectures of Arthropod Locomotion , 2009 .

[23]  Philip Holmes,et al.  Mechanical models for insect locomotion: dynamics and stability in the horizontal plane – II. Application , 2000, Biological Cybernetics.

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

[25]  Daniel E. Koditschek,et al.  Automated gait adaptation for legged robots , 2004, IEEE International Conference on Robotics and Automation, 2004. Proceedings. ICRA '04. 2004.

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

[27]  G. Cavagna,et al.  Mechanical work in terrestrial locomotion: two basic mechanisms for minimizing energy expenditure. , 1977, The American journal of physiology.

[28]  John Schmitt,et al.  A Simple Stabilizing Control for Sagittal Plane Locomotion , 2006 .

[29]  Martijn Wisse,et al.  A Disturbance Rejection Measure for Limit Cycle Walkers: The Gait Sensitivity Norm , 2007, IEEE Transactions on Robotics.

[30]  Jonathan E. Clark,et al.  Running over unknown rough terrain with a one-legged planar robot , 2011, Bioinspiration & biomimetics.

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

[32]  Jonathan E. Clark,et al.  Fast and Robust: Hexapedal Robots via Shape Deposition Manufacturing , 2002 .

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

[34]  Andrew A Biewener,et al.  Running over rough terrain reveals limb control for intrinsic stability , 2006, Proceedings of the National Academy of Sciences.