Title :
Fuzzy scheduler design for netwroked control systems with limited resources
Author :
Zhuang, Wuxiang ; Wang, Qing ; Wang, Zhaolei ; Dong, Chaoyang
Author_Institution :
Sci. & Technol. on Aircraft Control Lab. Beihang Univ., Beijing, China
Abstract :
In this paper, the scheduling problem of the network with limited bandwidth is considered. In order to improve the network quality of service and the quality of control simultaneously, an intelligent feedback scheduling method is proposed. The scheduler reschedules the priority, the sampling period, and the output threshold concurrently according to the control authority of each node, which is calculated by the fuzzy logic. Furthermore, the scheduler assigns the network resource to the node whose performance is worse, improves the network resource utilization, and reduces the network use. Simulation results are provided to show that the proposed method can improve system performance obviously and reassign the network resource effectively.
Keywords :
control system synthesis; feedback; fuzzy control; fuzzy logic; intelligent control; networked control systems; quality of service; resource allocation; scheduling; control quality; fuzzy logic; fuzzy scheduler design; intelligent feedback scheduling method; network quality of service improvement; network resource assignment; network resource utilization; network usage reduction; networked control system; priority rescheduling; scheduling problem; Bandwidth; Control systems; Delay; Equations; Mathematical model; Quality of service; Scheduling; fuzzy logic; intelligent schedluler; networked cotrol systems; scheduling;
Conference_Titel :
Industrial Informatics (INDIN), 2012 10th IEEE International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4673-0312-5
DOI :
10.1109/INDIN.2012.6301205