Control strategies for a multi-legged hopping robot

This paper presents locomotion control strategies for a novel, multi-legged hopping robot named ldquorobotic all-terrain surveyorrdquo (RATS). This conceptual robot has a spherical body roughly the size of a soccer ball, with 12 legs equally distributed over its surface. The legs are linear pneumatic actuators (1-DOF), oriented such that their axes of motion are normal to the surface of the body. While the 12-legged robot is still in design, we have experimented with a planar 5-legged prototype to study the control problem in a simpler form. Our control solutions overcame the constraint that the legs are at a fixed orientation with respect to the body by inducing the body to roll. This approach allows the legs to be positioned sequentially at a desired angle with respect to the ground surface, exploiting the symmetric configuration of the system. Successful gaits for running and jumping over obstacles based on the rolling concept are presented in this work. Physical experiments with the 5-legged device validate the control approaches and demonstrate the performance of the system and its potential for the future.

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

[2]  Paolo Fiorini,et al.  Minimalist Jumping Robots for Celestial Exploration , 2003, Int. J. Robotics Res..

[3]  P. Weiss Hop… hop… hopbots!: Designers of small, mobile robots take cues from grasshoppers and frogs , 2001 .

[4]  Andrew W. Moore,et al.  Reinforcement Learning: A Survey , 1996, J. Artif. Intell. Res..

[5]  Garth Zeglin,et al.  Control of a bow leg hopping robot , 1998, Proceedings. 1998 IEEE International Conference on Robotics and Automation (Cat. No.98CH36146).

[6]  Antonio Bicchi,et al.  Introducing the "SPHERICLE": an experimental testbed for research and teaching in nonholonomy , 1997, Proceedings of International Conference on Robotics and Automation.

[7]  Mance E. Harmon,et al.  Reinforcement Learning: A Tutorial. , 1997 .

[8]  Sunil Kumar Agrawal,et al.  Design, experiments and motion planning of a spherical rolling robot , 2000, Proceedings 2000 ICRA. Millennium Conference. IEEE International Conference on Robotics and Automation. Symposia Proceedings (Cat. No.00CH37065).

[9]  Garth Zeglin,et al.  The bow leg hopping robot , 1998, Proceedings. 1998 IEEE International Conference on Robotics and Automation (Cat. No.98CH36146).

[10]  Yildirim Hurmuzlu,et al.  A High Performance Pneumatic Force Actuator System: Part I—Nonlinear Mathematical Model , 2000 .

[11]  Paolo Fiorini,et al.  The Development of Hopping Capabilities for Small Robots , 2003, Auton. Robots.

[12]  H. Benjamin Brown,et al.  Dynamically stable legged locomotion : second report to DARPA, October 1, 1981 - December 31, 1982 , 1983 .

[13]  M. Gabriel,et al.  Learning and Computational Neuroscience: Foundations of Adaptive Networks , 1990 .

[14]  Paolo Fiorini,et al.  A hopping robot for planetary exploration , 1999, 1999 IEEE Aerospace Conference. Proceedings (Cat. No.99TH8403).

[15]  Richard S. Sutton,et al.  Learning and Sequential Decision Making , 1989 .

[16]  Yangsheng Xu,et al.  A single-wheel, gyroscopically stabilized robot , 1996, Proceedings of IEEE International Conference on Robotics and Automation.