MANIPULATION
A predictive control algorithm with interpolation for a robot manipulator with constraints
Santiago Torres, M. Sigut, G.N. Marichal, Luis Antonio Orbegoso Moreno
- Year
- 2002
- Citations
- 7
Abstract
The paper presents an efficient control algorithm applied on a two-link robot manipulator with input constraints. The algorithm proposes a suboptimal solution to the predictive control problem with infinite prediction horizon, by mean of interpolations between the unconstrained optimal solution and other constrained solutions. The control strategy is based on inserting the predictive controller in an adaptive perturbation scheme. The efficiency of the proposed strategy is shown by simulation.
Keywords
Model predictive controlControl theory (sociology)Scheme (mathematics)Computer scienceRobotInterpolation (computer graphics)Mathematical optimizationPerturbation (astronomy)Robot manipulatorController (irrigation)
Related papers
OTHER
📊 26,957 cites
Statistical Learning Theory
Yuhai Wu, Vladimir Vapnik
1999
PERCEPTION
📊 22,245 cites
Artificial intelligence: a modern approach
1995
OTHER
📊 18,993 cites
Applied Nonlinear Control
Jean-Jacques Slotine, Weiping Li
1991
SWARM
📊 14,853 cites
A new optimizer using particle swarm theory
R.C. Eberhart, James Kennedy
2002