Title :
Dynamical trajectory replanning for uncertain environments
Author :
Revzen, Shai ; Ilhan, B.D. ; Koditschek, Daniel E.
Author_Institution :
Electr. & Syst. Eng. Dept., Univ. of Pennsylvania, Philadelphia, PA, USA
Abstract :
We propose a dynamical reference generator equipped with an augmented transient “replanning” subsystem that modulates a feedback controller´s efforts to force a mechanical plant to track the reference signal. The replanner alters the reference generator´s output in the face of unanticipated disturbances that drive up the tracking error. We demonstrate that the new reference generator cannot destabilize the tracker, that tracking errors converge in the absence of disturbance, and that the overall coupled reference-tracker system cannot be destabilized by disturbances of bounded energy. We report the results of simulation studies exploring the performance of this new design applied to a two dimensional point mass particle interacting with fixed but unknown terrain obstacles.
Keywords :
collision avoidance; feedback; tracking; trajectory control; 2D point mass particle; augmented transient replanning subsystem; coupled reference tracker system; dynamical reference generator; dynamical trajectory replanning; feedback controller effort; mechanical plant; reference signal; tracking errors; uncertain environment; unknown terrain obstacles; Couplings; Force; Generators; Lyapunov methods; Trajectory; Transient analysis; Vectors;
Conference_Titel :
Decision and Control (CDC), 2012 IEEE 51st Annual Conference on
Conference_Location :
Maui, HI
Print_ISBN :
978-1-4673-2065-8
Electronic_ISBN :
0743-1546
DOI :
10.1109/CDC.2012.6425897