Fuzzy rule base optimization of a compliant wrist sensor for robotic assembly

Abstract

The problem of part mating and assembly with close tolerances has been addressed in the past by active or passive compliance and by force/position control. With ambient sensor and transmission noise and with imprecise measurements it is often difficult to attain high precision in manipulator positioning. A compliant wrist position sensor with a fuzzy logic rule base was designed by the author to address this problem. In this article, after a brief review of this sensor, optimization of its fuzzy rule base is discussed. The optimization results are then presented. © 1996 John Wiley & Sons, Inc.