Building walking gaits for irregular terrain from basis controllers
W.S. MacDonald, Roderic A. Grupen
- 发表年份
- 2002
- 引用次数
- 6
摘要
This paper presents an online technique for constructing walking gaits for legged robots on irregular terrain. The approach involves designating sequences of closed-loop control laws derived from a control basis. A control basis is a set of artificial potential functions that are device and task independent. A variety of walking contexts can be achieved by varying the sequence of controllers drawn from the control basis, avoiding the need to re-plan leg placements or redesign task-specific behaviors. A control basis previously shown to span the task of walking over flat terrain is shown to also span the task of locomotion over unknown piece-wise planar terrain by incrementally modifying the control composition policy. The resulting gaits are aperiodic, discontinuous, non-sequential, and incorporate controlled slippage of the feet.
关键词
相关论文
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