Trajectory optimization for redundant/hyper redundant manipulators

Article history: Received 28 February 2017 Received in revised form 17 September 2017 Accepted 21 September 2017 This paper presents an optimization technique to generate minimum energy consumption trajectories for redundant/hyper-redundant manipulators with constraint conditions. Two novel methods are combined for trajectory optimization technique. In the first method, the system's constraints are handled in a sequential manner within the cost function in order to avoid running the inverse dynamics when the system’s constraints are not satisfied. In the second method, a novel virtual link concept is introduced to replace all the redundant links of the redundant/hyper-redundant manipulators. The method is verified on a three-degree-of-freedom redundant manipulator and the result is also demonstrated with computer simulations based on an 8-link planar hyper-redundant manipulator.

[1]  Anthony G. Pipe,et al.  Path planning for redundant robot manipulators: a global optimization approach using evolutionary search , 1998, SMC'98 Conference Proceedings. 1998 IEEE International Conference on Systems, Man, and Cybernetics (Cat. No.98CH36218).

[2]  M. N. Sahinkaya Inverse dynamic analysis of multiphysics systems , 2004 .

[3]  Atef A. Ata,et al.  Optimal Point-to-Point Trajectory Tracking of Redundant Manipulators using Generalized Pattern Search , 2005, ArXiv.

[4]  Xiang Luo,et al.  Real time obstacle avoidance for redundant robot , 2009, 2009 International Conference on Mechatronics and Automation.

[5]  François Chaumette,et al.  New strategies for avoiding robot joint limits: Application to visual servoing using a large projection operator , 2010, 2010 IEEE/RSJ International Conference on Intelligent Robots and Systems.

[6]  Keigo Watanabe,et al.  Intelligent control for avoiding the joint limits of redundant planar manipulators , 2005, Artificial Life and Robotics.

[7]  Rajnikant V. Patel,et al.  A collision-avoidance scheme for redundant manipulators: Theory and experiments , 2005, J. Field Robotics.

[8]  Luc Baron,et al.  The joint-limits and singularity avoidance in robotic welding , 2008, Ind. Robot.

[9]  Ekta Singla,et al.  Dimensional synthesis of kinematically redundant serial manipulators for cluttered environments , 2010, Robotics Auton. Syst..

[10]  Shugen Ma,et al.  Minimum time path-tracking control of redundant manipulators , 2000, Proceedings. 2000 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2000) (Cat. No.00CH37113).

[11]  J.A. Tenreiro Machado,et al.  A trajectory planning algorithm for redundant manipulators , 1999, Proceedings of the 1999 IEEE International Symposium on Assembly and Task Planning (ISATP'99) (Cat. No.99TH8470).

[12]  Joo Hyun Kim,et al.  Optimal Trajectory Planning for Redundant Manipulators Based on Minimum Jerk , 2008 .