Development and Control of a Real Spherical Robot

This paper presents the design and implementation of a spherical robot with an internal mechanism based on a pendulum. The design is based on significant improvements made, including an electronics upgrade, to a previous robot prototype developed in our laboratory. Such modifications do not significantly impact its corresponding simulation model previously developed in CoppeliaSim, so it can be used with minor modifications. The robot is incorporated into a real test platform designed and built for this purpose. As part of the incorporation of the robot into the platform, software codes are made to detect its position and orientation, using the system SwisTrack, to control its position and speed. This implementation allows successful testing of control algorithms previously developed by the authors for other robots such as Villela, the Integral Proportional Controller, and Reinforcement Learning.

[1]  S. Dormido-Canto,et al.  Modeling and Control of a Spherical Robot in the CoppeliaSim Simulator , 2022, Sensors.

[2]  Yifan Liu,et al.  Direction and Trajectory Tracking Control for Nonholonomic Spherical Robot by Combining Sliding Mode Controller and Model Prediction Controller , 2022, IEEE Robotics and Automation Letters.

[3]  Zhan Wang,et al.  Fuzzy PID Controller Based on Yaw Angle Prediction of a Spherical Robot* , 2021, IEEE/RJS International Conference on Intelligent RObots and Systems.

[4]  Sebastián Dormido-Canto,et al.  Reinforcement Learning for Position Control Problem of a Mobile Robot , 2020, IEEE Access.

[5]  Sebastián Dormido-Canto,et al.  Simulation and Experimental Results of a New Control Strategy For Point Stabilization of Nonholonomic Mobile Robots , 2020, IEEE Transactions on Industrial Electronics.

[6]  Gonzalo Farias,et al.  A Khepera IV library for robotic control education using V-REP , 2017 .

[7]  Ajju Raja Justus,et al.  Degree of Achievability of Omnidirectional Motion in Various Mobile Robot Designs: A Review , 2016, ICRA 2016.

[8]  A. Kilin,et al.  Spherical robot of combined type: Dynamics and control , 2015 .

[9]  Alexander A. Kilin,et al.  The dynamics and control of a spherical robot with an internal omniwheel platform , 2015 .

[10]  Shuxiang Guo,et al.  Design and performance evaluation of an amphibious spherical robot , 2015, Robotics Auton. Syst..

[11]  J. Diez Diseño y desarrollo de un robot esférico. Integración electromecánica y programación del software de control. , 2014 .

[12]  Abhilash Pandya,et al.  A Review of Active Mechanical Driving Principles of Spherical Robots , 2012, Robotics.

[13]  Qiang Zhan,et al.  Design, analysis and experiments of an omni-directional spherical robot , 2011, 2011 IEEE International Conference on Robotics and Automation.

[14]  Mattias Seeman,et al.  Outdoor navigation with a spherical amphibious robot , 2010, 2010 IEEE/RSJ International Conference on Intelligent Robots and Systems.

[15]  Nikolaus Correll,et al.  SwisTrack - a flexible open source tracking software for multi-agent systems , 2008, 2008 IEEE/RSJ International Conference on Intelligent Robots and Systems.

[16]  Tomi Ylikorpi,et al.  Ball-Shaped Robots , 2007 .

[17]  Gregory C. Schroll Dynamic model of a spherical robot from first principles , 2007 .

[18]  P. Wide,et al.  An Autonomous Spherical Robot for Security Tasks , 2006, 2006 IEEE International Conference on Computational Intelligence for Homeland Security and Personal Safety.

[19]  F. Esquembre,et al.  Using Easy Java Simulations to create scientific simulations in Java , 2003, The IEEE Region 8 EUROCON 2003. Computer as a Tool..

[20]  Ben J. A. Kröse,et al.  Learning from delayed rewards , 1995, Robotics Auton. Syst..

[21]  Peter Dayan,et al.  Q-learning , 1992, Machine Learning.

[22]  Peter Dayan,et al.  Technical Note: Q-Learning , 2004, Machine Learning.

[23]  R. Suresh,et al.  Design and Development of Spherical Spy Robot for Surveillance Operation , 2020 .

[24]  S. Dormido-Canto,et al.  Position control of a mobile robot using reinforcement learning , 2020 .

[25]  Gonzalo Farias,et al.  Development of an Easy-to-Use Multi-Agent Platform for Teaching Mobile Robotics , 2019, IEEE Access.

[26]  Gonzalo Farias,et al.  Development of a Khepera IV Library for the V-REP Simulator , 2016 .

[27]  Masaki Nagai,et al.  Control system for a spherical robot , 2008 .

[28]  Richard S. Sutton,et al.  Reinforcement Learning: An Introduction , 1998, IEEE Trans. Neural Networks.

[29]  S. Hirai,et al.  Crawling and Jumping Soft Robot KOHARO , 2005 .

[30]  Robert M. Parkin,et al.  A wheeled mobile robot with obstacle avoidance capability , 2004 .

[31]  Serge Caron,et al.  A Spherical Robot for Planetary Surface Exploration , 2001 .