Title :
Fuzzy modeling - Part II: A new fuzzy suction controller for tracking the gradient directions of fuzzy potential energy
Author :
Tu, Kuo-Yang ; Lee, Tsu-Tian ; Wang, Chi-Hsu
Abstract :
In this part, a New Fuzzy Suction Controller (NFSC), based on the first type of fuzzy modeling, is proposed using its linguistic rules to design a controller like a suction controller. According to new interpreting switching conditions of a suction controller, three rules are derived to design the linguistic rules of a NFSC such that it reduces chattering and expends less energy than a suction controller does. A design procedure summarizes the NFSC design. In addition, the linguistic rules are designed to have sliding sectors to control a mobile robot for tracking FPE gradient directions with obstacle avoidance. It´s the demonstration of motion control in robot navigation using the proposed FPE discussed in Part I of this paper. The simulation includes the robot starting outside or inside a U-shaped obstacle. The proposed NFSC provides a flexible way for adjusting the controller functions using linguistic rules based on the first type of fuzzy modeling.
Keywords :
collision avoidance; fuzzy control; mobile robots; motion control; tracking; variable structure systems; chattering; design procedure; fuzzy modeling; fuzzy potential energy; fuzzy suction controller; gradient directions tracking; interpreting switching conditions; linguistic rules; mobile robot control; motion control; obstacle avoidance; robot navigation; sliding sectors; Control systems; Fuzzy control; Fuzzy logic; Mobile robots; Motion control; Potential energy; Power capacitors; Robot control; Sliding mode control; Stability;
Conference_Titel :
Fuzzy Systems, 2003. FUZZ '03. The 12th IEEE International Conference on
Print_ISBN :
0-7803-7810-5
DOI :
10.1109/FUZZ.2003.1209372