Title
A Miniature Robot System with Fuzzy Wavelet Basis Neural Network Controller
Abstract
This paper described the structure of a flexible miniature robot system which can move in human cavities, it makes inchworm-like movement driven by a 3-DOF pneumatic rubber actuator and holds its positions by air chambers. The driving characteristics in axial and bending directions of the actuator were analyzed and the robot control system was designed. The four-layer neural network and the five-layer neural network controllers were proposed to estimate the straight movement and the bending movement respectively. The tracking response and the tracking errors were studied in detail. Results prove that good static and dynamic control effects of the robot system can be obtained by the proposed fuzzy wavelet basis neural networks.
Year
DOI
Venue
2008
10.1007/978-3-540-85984-0_1
ICIC (2)
Keywords
Field
DocType
dynamic control effect,flexible miniature robot system,miniature robot system,3-dof pneumatic rubber actuator,neural network,five-layer neural network controller,fuzzy wavelet basis neural,straight movement,inchworm-like movement,four-layer neural network,robot system,network controller,robot control system,robot control
Robotic systems,Control theory,Computer science,Fuzzy logic,Bending,Neural network controller,Robot control system,Artificial neural network,Wavelet,Actuator
Conference
Volume
ISSN
Citations 
5227
0302-9743
0
PageRank 
References 
Authors
0.34
10
6
Name
Order
Citations
PageRank
Lianzhi Yu100.68
Guo-zheng Yan29513.89
Chunyang Wang3137.27
Wenlong Yang400.34
Peng Zan501.69
Jie Wu600.34