The statistical study of robot manipulators
Alexandra M. Galhano, J. L. Martins de Carvalho, J. A. Tenreiro Machado
- Year
- 2002
- Citations
- 11
Abstract
An approach to the analysis and design of robot manipulators based on a non-standard formulation of the modeling problem is presented. Usually, system descriptions are based on a set of differential equations which, due to their nature, lead to very precise results and strategies, but which, in general. require laborious computations. The proposed statistical method provides clear guidelines for robot kinematic and dynamic optimization. The results show the structural characteristics of the trajectory planning algorithm, as well as ideal-actuator properties.< <ETX xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">></ETX>
Keywords
Related papers
Statistical Learning Theory
Yuhai Wu, Vladimir Vapnik
1999
Artificial intelligence: a modern approach
1995
Applied Nonlinear Control
Jean-Jacques Slotine, Weiping Li
1991
A new optimizer using particle swarm theory
R.C. Eberhart, James Kennedy
2002