Title :
Study on Dynamic Priority Scheduling Based on Fuzzy Logic for Networked Control Systems
Author :
Wang, Baoren ; Shi, Daguang ; Jia, Lei ; Wang, Jie ; Tan, Longhai
Author_Institution :
Shandong Univ., Jinan
Abstract :
Based on the analysis of major factors that influence networked control systems (NCSs) communication scheduling, a dynamic priority scheduling scheme based on fuzzy logic is presented. In the scheme, the communication priority is determined by 3 factors, which are the message deadline, the performance criterion and the parameter error of control loops. Experiments of medium access control (MAC) with CAN bus prove that the proposed dynamic priority scheduling can satisfy real-time demands of different control loops under heavy burden of network, and improve the network utilization efficiency and NCSs´ performance.
Keywords :
access protocols; controller area networks; fuzzy control; scheduling; CAN bus; MAC; communication scheduling; dynamic priority scheduling scheme; fuzzy logic; medium access control; network utilization efficiency; networked control systems; performance criterion; Bandwidth; Communication system control; Control systems; Dynamic scheduling; Fuzzy logic; Media Access Protocol; Network topology; Networked control systems; Quality of service; Scheduling algorithm; CAN bus; Dynamic priority scheduling; Fuzzy logic; Networked control systems (NCSs);
Conference_Titel :
Automation and Logistics, 2007 IEEE International Conference on
Conference_Location :
Jinan
Print_ISBN :
978-1-4244-1531-1
DOI :
10.1109/ICAL.2007.4338748