Virtual Forces based approach for target capture with swarm robots
Xiong Ju-feng, Guanzheng Tan
- 发表年份
- 2009
- 引用次数
- 3
摘要
It discusses target capture principle and method that based on virtual forces with swarm robots, it also provides some performance metrics (such as stabilization time, layer number, distance between layers, robot number in a layer, distributing density and so on); Analyzing the relationship between the performance metrics with the robots number and the virtual force. Put forward the capture method that robot moves around the target, simulation results show that this method can solves the local minima problem, and greatly improves the capture speed and quality. We also design a physics robot experiment to verify capture method. At last, the directions of further research are proposed.
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