Fuzzy control of an industrial robot in transputer environment

The application of the fuzzy logic controller (FLC) to the control of an industrial robot and the experimental results are described. The performance of this controller was investigated by feeding step inputs to several joints at the same time. The results are compared with those resulting from a conventional proportional-derivative (PD) controller. One disadvantage of the FLC is the difficulty of designing an optimal rule base. To overcome this problem a self-organizing controller was implemented and tested. Due to the demand for a small sample time, a multiprocessor environment was used in experiments. The calculation of the control for the individual joints was shared by the network of transmitters. In this network processes can run effectively in parallel.<<ETX>>

[1]  Chuen-Chien Lee,et al.  Fuzzy logic in control systems: fuzzy logic controller. II , 1990, IEEE Trans. Syst. Man Cybern..

[2]  R. Tanscheit,et al.  Experiments with the use of a rule-based self-organising controller for robotics applications , 1988 .

[3]  Choo Min Lim,et al.  Application of fuzzy logic control to a manipulator , 1991, IEEE Trans. Robotics Autom..

[4]  P.J. King,et al.  The application of fuzzy control systems to industrial processes , 1977, Autom..

[5]  S. Shao Fuzzy self-organizing controller and its application for dynamic processes , 1988 .

[6]  Masayoshi Tomizuka,et al.  A self-paced fuzzy tracking controller for two-dimensional motion control , 1990, IEEE Trans. Syst. Man Cybern..

[7]  E. H. Mamdani,et al.  Application of Fuzzy Logic to Approximate Reasoning Using Linguistic Synthesis , 1976, IEEE Transactions on Computers.

[8]  Chuen-Chien Lee FUZZY LOGIC CONTROL SYSTEMS: FUZZY LOGIC CONTROLLER - PART I , 1990 .

[9]  S. Murakami,et al.  Weld-line tracking control of arc welding robot using fuzzy logic controller , 1989 .

[10]  K. Hirota,et al.  Fuzzy controlled robot arm playing two-dimensional ping-pong game , 1989 .

[11]  M. Gupta,et al.  Design of fuzzy logic controllers based on generalized T -operators , 1991 .

[12]  Lotfi A. Zadeh,et al.  Outline of a New Approach to the Analysis of Complex Systems and Decision Processes , 1973, IEEE Trans. Syst. Man Cybern..

[13]  Ebrahim H. Mamdani,et al.  A linguistic self-organizing process controller , 1979, Autom..

[14]  Y.F. Li,et al.  Development of fuzzy algorithms for servo systems , 1989, IEEE Control Systems Magazine.