26 September 1997 Fuzzy logic control of an AGV
Author Affiliations +
Abstract
Automated guided vehicles (AGVs) have many potential applications in manufacturing, medicine, space and defense. The purpose of this paper is to describe exploratory research on the design of a modular autonomous mobile robot controller. The controller incorporates a fuzzy logic approach for steering and speed control, a neuro-fuzzy approach for ultrasound sensing (not discussed in this paper) and an overall expert system. The advantages of a modular system are related to portability and transportability, i.e. any vehicle can become autonomous with minimal modifications. A mobile robot test-bed has been constructed using a golf cart base. This cart has full speed control with guidance provided by a vision system and obstacle avoidance using ultrasonic sensors. The speed and steering fuzzy logic controller is supervised by a 486 computer through a multi-axis motion controller. The obstacle avoidance system is based on a micro-controller interfaced with six ultrasonic transducers. This micro- controller independently handles all timing and distance calculations and sends a steering angle correction back to the computer via the serial line. This design yields a portable independent system in which high speed computer communication is not necessary. Vision guidance is accomplished with a CCD camera with a zoom lens. The data is collected by a vision tracking device that transmits the X, Y coordinates of the lane marker to the control computer. Simulation and testing of these systems yielded promising results. This design, in its modularity, creates a portable autonomous fuzzy logic controller applicable to any mobile vehicle with only minor adaptations.
© (1997) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Nikhal Kelkar, Tayib Samu, Ernest L. Hall, "Fuzzy logic control of an AGV", Proc. SPIE 3208, Intelligent Robots and Computer Vision XVI: Algorithms, Techniques, Active Vision, and Materials Handling, (26 September 1997); doi: 10.1117/12.290287; https://doi.org/10.1117/12.290287
PROCEEDINGS
10 PAGES


SHARE
RELATED CONTENT

Speed control for a mobile robot
Proceedings of SPIE (September 26 1997)
Robot Engine: rapid product development path
Proceedings of SPIE (May 04 1993)
Obstacle avoidance system with sonar sensing and fuzzy logic
Proceedings of SPIE (September 26 1997)
Remote-controlled vision-guided mobile robot system
Proceedings of SPIE (September 26 1997)
Steering control system for a mobile robot
Proceedings of SPIE (September 26 1997)

Back to Top