Recursive log-barrier method for on-line time-optimal robot path tracking

This paper focuses on time-optimal robot path tracking and develops an approximate, log-barrier batch solution method to rapidly solve discretized, convexly reformuled path tracking problems. Based on this batch solution method, which results in smooth actuator torques, a recursive variant is derived for on-line path tracking. The results and trade-offs in calculation time, delay and path duration are compared for the batch and recursive variant of the log-barrier method as well as for an exact solution method, by means of an experimental test case of a robot carrying out a writing task, in which the path data is generated on-line by human demonstration.

[1]  Stephen P. Boyd,et al.  Fast Model Predictive Control Using Online Optimization , 2010, IEEE Transactions on Control Systems Technology.

[2]  Zvi Shiller,et al.  Time-energy optimal control of articulated systems with geometric path constraints , 1994, Proceedings of the 1994 IEEE International Conference on Robotics and Automation.

[3]  Friedrich Pfeiffer,et al.  A concept for manipulator trajectory planning , 1986, Proceedings. 1986 IEEE International Conference on Robotics and Automation.

[4]  Jan Swevers,et al.  Time-Optimal Path Tracking for Robots: A Convex Optimization Approach , 2009, IEEE Transactions on Automatic Control.

[5]  Stephen P. Boyd,et al.  Convex Optimization , 2004, Algorithms and Theory of Computation Handbook.

[6]  J. Bobrow,et al.  Time-Optimal Control of Robotic Manipulators Along Specified Paths , 1985 .

[7]  Elizabeth A. Croft,et al.  Jerk-bounded manipulator trajectory planning: design for real-time applications , 2003, IEEE Trans. Robotics Autom..

[8]  Jan Swevers,et al.  On-line time-optimal path tracking for robots , 2009, 2009 IEEE International Conference on Robotics and Automation.

[9]  Zvi Shiller Interactive time optimal robot motion planning and work-cell layout design , 1989, Proceedings, 1989 International Conference on Robotics and Automation.

[10]  E. Croft,et al.  Smooth and time-optimal trajectory planning for industrial manipulators along specified paths , 2000 .