Collective Robotic Site Preparation
Chris A. C. Parker, Hong Zhang
- 发表年份
- 2006
- 引用次数
- 55
摘要
Robotic site preparation has been identified as an integral precursor to human landings on Mars. Many species of social insect carry out the site preparation task when they construct their nests. A site preparation algorithm was developed based on the nest construction behavior of a particular spe cies of ant, Leptothorax albipennis. In this paper, we present a new approach to modeling the tempo ral behavior of a multiple-robot system and apply it to our construction algorithm. In order to validate our model, experiments with multiple physical robots were conducted. Not only did the results of our experiments closely follow the predictions of our model, but the sites prepared by our robots appeared very similar to the nests built by the ants that were our inspiration.
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