Title :
Hardware implementation of Model Predictive Control for relative motion maneuvering
Author :
Goodyear, Andrew ; Petersen, Christopher ; Pierre, Jean ; Zagaris, Costantinos ; Baldwin, Morgan ; Kolmanovsky, Ilya
Author_Institution :
Aerosp. Eng. Dept., Pennsylvania State Univ., University Park, PA, USA
Abstract :
In this paper, a Model Predictive Controller (MPC) is experimentally implemented on a robotic test-bed. The test-bed is designed to emulate spacecraft relative motion maneuvers and reflects realistic computational hardware limitations (i.e., limited on-board computational power and memory), which present serious obstacles to implementation of advanced guidance and control algorithms. Both simulation results and experimental results are presented and compared, demonstrating that autonomous constrained maneuvering using MPC is feasible for on-board implementation.
Keywords :
aerospace control; aerospace robotics; motion control; predictive control; MPC; advanced guidance algorithm; autonomous constrained maneuvering; control algorithms; model predictive control; realistic computational hardware limitations; relative motion maneuvering; robotic testbed; spacecraft relative motion maneuvers; Dynamics; Hardware; Mobile robots; Orbits; Robot kinematics; Space vehicles;
Conference_Titel :
American Control Conference (ACC), 2015
Conference_Location :
Chicago, IL
Print_ISBN :
978-1-4799-8685-9
DOI :
10.1109/ACC.2015.7171077