Title :
Design and real-time implementation of a control system for port AGV application
Author :
Lou, Kok-Yong ; Goh, Cher-Hiang
Author_Institution :
DSO Nat. Lab., Singapore, Singapore
Abstract :
This article presents the design and real-time implementation of a control system for an Automated Ground Vehicle (AGV) for use in port application. The control system consists of a Navigation System (NS) and a communication system (CS) that link the NS to the host computer. The design and development took about 4 years to complete of which 1.5 years were spent on the site trial testing of the design. The final design provides a AGV system with an accuracy of about ±1 cm. In this paper, we describes the overall system approach of the NS design and highlights the use of H∞ loop-shaping method for controller design and extended Kalman filter (EKF) for estimator design of the position sensors. The issues related to the implementation of the design using real-time embedded software are also discussed. We conclude the paper by presenting sample test results from the extensive site trials conducted. These trial results verify and demonstrate achieved system performance in term of position accuracy and maneuvers.
Keywords :
H∞ control; Kalman filters; automatic guided vehicles; computerised navigation; position control; real-time systems; H∞ loop shaping method; automated ground vehicle; communication system; control system design; controller design; extended Kalman filter; navigation system; port AGV application; position accuracy; position sensors; real time embedded software; real time system; Application software; Automatic control; Communication system control; Control systems; Design methodology; Land vehicles; Navigation; Real time systems; Sensor phenomena and characterization; Testing;
Conference_Titel :
Computational Intelligence in Robotics and Automation, 2003. Proceedings. 2003 IEEE International Symposium on
Print_ISBN :
0-7803-7866-0
DOI :
10.1109/CIRA.2003.1222236