Sidewinding with minimal slip: Snake and robot ascent of sandy slopes

Limbless organisms such as snakes can navigate nearly all terrain. In particular, desert-dwelling sidewinder rattlesnakes (Crotalus cerastes) operate effectively on inclined granular media (such as sand dunes) that induce failure in field-tested limbless robots through slipping and pitching. Our laboratory experiments reveal that as granular incline angle increases, sidewinder rattlesnakes increase the length of their body in contact with the sand. Implementing this strategy in a physical robot model of the snake enables the device to ascend sandy slopes close to the angle of maximum slope stability. Plate drag experiments demonstrate that granular yield stresses decrease with increasing incline angle. Together, these three approaches demonstrate how sidewinding with contact-length control mitigates failure on granular media. Robots based on sidewinder rattlesnakes are used to understand motion on sloped granular terrain. [Also see Perspective by Socha] What's that coming over the hill—is it a robot? Crossing a slope can be difficult, particularly if it is made of sand. Sidewinder rattlesnakes manage to climb sandy hills by adjusting the length of their body in contact with the sand. Marvi et al. designed robots based on this idea to determine what affects climbing ability on sandy slopes (see the Perspective by Socha). Based on the behavior of the robots, the authors performed further animal studies, and used an iterative approach to improve the robots' capabilities and to better understand animal motion. Science, this issue p. 224; see also p. 160

[1]  G. G. Stokes "J." , 1890, The New Yale Book of Quotations.

[2]  W. Mosauer A Note on the Sidewinding Locomotion of Snakes , 1930, The American Naturalist.

[3]  J. Gray The mechanism of locomotion in snakes. , 1946, The Journal of experimental biology.

[4]  K. S. Norris,et al.  The Burrowing of the Western Shovel-Nosed Snake, Chionactis occipitalis Hallowell, and the Undersand Environment , 1966 .

[5]  B. Jayne Swimming in constricting (Elaphe g. guttata) and nonconstricting (Nerodia fasciata pictiventris) colubrid snakes , 1985 .

[6]  B. Jayne Kinematics of terrestrial snake locomotion , 1986 .

[7]  B. Jayne,et al.  Muscular mechanisms of snake locomotion: an electromyographic study of the sidewinding and concertina modes of Crotalus cerastes, Nerodia fasciata and Elaphe obsoleta. , 1988, The Journal of experimental biology.

[8]  Peter Greenaway,et al.  The effect of emersion on haemolymph acid-base balance and oxygen levels in Scylla serrata Forskal (Brachyura:Portunidae) , 1992 .

[9]  Gregory S. Chirikjian,et al.  A 'sidewinding' locomotion gait for hyper-redundant robots , 1994 .

[10]  A. Barabasi,et al.  Slow Drag in a Granular Medium , 1999 .

[11]  J. Socha Kinematics: Gliding flight in the paradise tree snake , 2002, Nature.

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

[13]  Robert J. Wood,et al.  Towards a 3g crawling robot through the integration of microrobot technologies , 2006, Proceedings 2006 IEEE International Conference on Robotics and Automation, 2006. ICRA 2006..

[14]  D. Durian,et al.  Unified force law for granular impact cratering , 2007, cond-mat/0703072.

[15]  Tyson L Hedrick,et al.  Software techniques for two- and three-dimensional kinematic measurements of biological and biomimetic systems , 2008, Bioinspiration & biomimetics.

[16]  M. Costello,et al.  Using computational fluid dynamic/rigid body dynamic results to generate aerodynamic models for projectile flight simulation , 2008 .

[17]  Howie Choset,et al.  Parameterized and Scripted Gaits for Modular Snake Robots , 2009, Adv. Robotics.

[18]  Chen Li,et al.  Undulatory Swimming in Sand: Subsurface Locomotion of the Sandfish Lizard , 2009, Science.

[19]  Bharat Bhushan,et al.  Biomimetics: lessons from nature–an overview , 2009, Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences.

[20]  Jasmine A. Nirody,et al.  The mechanics of slithering locomotion , 2009, Proceedings of the National Academy of Sciences.

[21]  Chen Li,et al.  Sensitive dependence of the motion of a legged robot on granular media , 2009, Proceedings of the National Academy of Sciences.

[22]  D. Goldman,et al.  Utilization of granular solidification during terrestrial locomotion of hatchling sea turtles , 2010, Biology Letters.

[23]  B. Jayne,et al.  Substrate diameter and compliance affect the gripping strategies and locomotor mode of climbing boa constrictors , 2010, Journal of Experimental Biology.

[24]  P. Schiffer,et al.  Low-velocity granular drag in reduced gravity. , 2011, Physical review. E, Statistical, nonlinear, and soft matter physics.

[25]  D. Hu,et al.  Friction enhancement in concertina locomotion of snakes , 2012, Journal of The Royal Society Interface.

[26]  Amos G Winter,et al.  Localized fluidization burrowing mechanics of Ensis directus , 2012, Journal of Experimental Biology.

[27]  Daniel I Goldman,et al.  Flipper-driven terrestrial locomotion of a sea turtle-inspired robot , 2013, Bioinspiration & biomimetics.

[28]  Chen Li,et al.  A Terradynamics of Legged Locomotion on Granular Media , 2013, Science.

[29]  Kevin Y. Ma,et al.  Controlled Flight of a Biologically Inspired, Insect-Scale Robot , 2013, Science.

[30]  Shahin Sefati,et al.  Mutually opposing forces during locomotion can eliminate the tradeoff between maneuverability and stability , 2013, Proceedings of the National Academy of Sciences.

[31]  Ken Kamrin,et al.  A predictive, size-dependent continuum model for dense granular flows , 2013, Proceedings of the National Academy of Sciences.

[32]  David L Hu,et al.  Snakes mimic earthworms: propulsion using rectilinear travelling waves , 2013, Journal of The Royal Society Interface.

[33]  Shinichi Hirai,et al.  Robust real time material classification algorithm using soft three axis tactile sensor: Evaluation of the algorithm , 2015, 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS).