Motion planning for cooperative transportation of a large object by multiple mobile robots in a 3D environment

We propose a motion planning method for cooperative transportation of a large object by multiple mobile robots in a 3 dimensional environment. This task has various kinds of problems, such as path planning, manipulation and so on. All of these problems can't be solved at once, since computational time is exploded. Accordingly, we divide a motion planner into a local manipulation planner and a global path (motion) planner, and design these two planners respectively, and we integrate two planners. Namely, we aim at integrating a gross motion planner and a fine motion planner. As to the local manipulation planner, we build a manipulation technique, which is suitable for mobile robots by position control. We compute conditions, in which the object becomes unstable during manipulation, and generate each robot's motion considering the robots' motion errors and indefinite factors from the planning stage. As to the global path planner, we reduce the dimensions of the configuration space (C-space) using the feature of transportation by mobile robots. We can find a solution with searching in this smaller dimensional C-space using the potential field defined in the C-space, and constraints of the object manipulation are considered as the potential function. We verify the effectiveness of our proposed motion planning method through simulations and experiments.

[1]  Narendra Ahuja,et al.  Gross motion planning—a survey , 1992, CSUR.

[2]  B. Faverjon,et al.  Probabilistic Roadmaps for Path Planning in High-Dimensional Con(cid:12)guration Spaces , 1996 .

[3]  Arthur C. Sanderson,et al.  The motion of a pushed, sliding workpiece , 1988, IEEE J. Robotics Autom..

[4]  Matthew T. Mason,et al.  Mechanics and Planning of Manipulator Pushing Operations , 1986 .

[5]  Koichi Kondo,et al.  Motion planning with six degrees of freedom by multistrategic bidirectional heuristic free-space enumeration , 1991, IEEE Trans. Robotics Autom..

[6]  Yong K. Hwang,et al.  A heuristic and complete planner for the classical mover's problem , 1995, Proceedings of 1995 IEEE International Conference on Robotics and Automation.

[7]  Kamal K. Gupta,et al.  Motion planning for many degrees of freedom: sequential search with backtracking , 1995, IEEE Trans. Robotics Autom..

[8]  Jun Ota,et al.  Let us work together-task planning of multiple mobile robots , 1996, Proceedings of IEEE/RSJ International Conference on Intelligent Robots and Systems. IROS '96.

[9]  Hirochika Inoue,et al.  Cooperative Manipulation by Autonomous Intelligent Robots , 1996 .

[10]  Jun Ota,et al.  Planning of Multiple Mobile Robots , 1992 .

[11]  Narendra Ahuja,et al.  A potential field approach to path planning , 1992, IEEE Trans. Robotics Autom..

[12]  直之 沢崎,et al.  複数の自律ロボットによる協調物体操作( インテリジェント・システム) , 1993 .

[13]  Randy C. Brost,et al.  Automatic Grasp Planning in the Presence of Uncertainty , 1988, Int. J. Robotics Res..

[14]  Akihiro Matsumoto,et al.  Development of an omni-directional mobile robot with 3 DOF decoupling drive mechanism , 1995, Proceedings of 1995 IEEE International Conference on Robotics and Automation.

[15]  Jun Ota,et al.  Planning method for cooperative manipulation by multiple mobile robots using tools with motion errors , 1999, Proceedings 1999 IEEE/RSJ International Conference on Intelligent Robots and Systems. Human and Environment Friendly Robots with High Intelligence and Emotional Quotients (Cat. No.99CH36289).

[16]  T. Arai,et al.  Cooperative Manipulation of Objects by Multiple Mobile Robots with Tools * , 1998 .

[17]  Jean-Claude Latombe,et al.  Robot Motion Planning: A Distributed Representation Approach , 1991, Int. J. Robotics Res..

[18]  Kazuhiro Kosuge,et al.  Load sharing of decentralized-controlled multiple mobile robots handling a single object , 1997, Proceedings of International Conference on Robotics and Automation.

[19]  Matthew T. Mason,et al.  Posing Polygonal Objects in the Plane by Pushing , 1998, Int. J. Robotics Res..

[20]  Oussama Khatib,et al.  Vehicle/arm coordination and multiple mobile manipulator decentralized cooperation , 1996, Proceedings of IEEE/RSJ International Conference on Intelligent Robots and Systems. IROS '96.

[21]  Bruce Randall Donald,et al.  Moving furniture with teams of autonomous robots , 1995, Proceedings 1995 IEEE/RSJ International Conference on Intelligent Robots and Systems. Human Robot Interaction and Cooperative Robots.