PERCEPTION
Generic system architecture for behavior-based mobile robot control using fuzzy logic
Mai Ngoc Anh, Klaus Janschek
- Year
- 2012
- Citations
- 9
Abstract
This paper presents a modular architecture for behavior-based mobile robot control systems using fuzzy logic. The behaviors are functionally classified into two separated modules concerning collision-free motion control and goal-oriented path planning using topological maps. The applied fuzzy logic approach allows flexible and robust behaviors and behavior design in complex environments. The performance of the system is tested and demonstrated successfully through experiments in a real office environment using a qualitative bio-inspired optical flow perception.
Keywords
Fuzzy logicComputer scienceMobile robotModular designFuzzy control systemMotion planningControl engineeringFuzzy electronicsRobotArchitecture
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