Title :
A new computational approach to real-time trajectory generation for constrained mechanical systems
Author :
Milam, Mark B. ; Mushambi, Kudah ; Murray, Richard M.
Author_Institution :
Control & Dynamical Syst., California Inst. of Technol., Pasadena, CA, USA
Abstract :
Preliminary results of a new computational approach to generate aggressive trajectories in real-time for constrained mechanical systems are presented. The algorithm is based on a combination of the nonlinear control theory, spline theory, and sequential quadratic programming. It is demonstrated that real-time trajectory generation for constrained mechanical systems is possible by mapping the problem to one of finding trajectory curves in a lower dimensional space. Performance of the algorithm is compared with existing optimal trajectory generation techniques. Numerical results are reported using the nonlinear trajectory generation software package
Keywords :
control system analysis computing; nonlinear control systems; optimal control; quadratic programming; real-time systems; splines (mathematics); tracking; constrained mechanical systems; nonlinear control; optimal control; optimisation; real-time systems; sequential quadratic programming; spline; trajectory generation; Adaptive control; Control systems; Databases; Mechanical systems; Nonlinear control systems; Optimal control; Real time systems; Stability; Target tracking; Trajectory;
Conference_Titel :
Decision and Control, 2000. Proceedings of the 39th IEEE Conference on
Conference_Location :
Sydney, NSW
Print_ISBN :
0-7803-6638-7
DOI :
10.1109/CDC.2000.912875