Title :
Research on a soft real-time scheduling algorithm based on hybrid adaptive control architecture
Author :
Lifeng Wei ; Yu, Haibin
Author_Institution :
Shenyang Inst. of Autom., Acad. Sinica, Shenyang, China
Abstract :
Aiming at the time-varying and non-linear characteristics of CPU resource real-time scheduling model, a soft real-time scheduling algorithm based on the hybrid adaptive feedback control architecture is presented. The hybrid control strategy solves the non-linear problem of real-time system effectively, and the general linear feedback control is realized through using the mutual exclusive relation of the saturation zone of utilization and miss ratio. Meanwhile, the adaptive control strategy is designed to ensure the system stability when the time-varying parameter is varied greatly. The steady and dynamic response performances are improved. The utilization of resources is increased.
Keywords :
adaptive control; computerised control; dynamic response; feedback; parameter estimation; real-time systems; scheduling; stability; time-varying systems; CPU nonlinear characteristics; general linear feedback control; hybrid adaptive control architecture; hybrid control strategy; miss ratio; nonlinear systems; real-time systems; saturation zone; soft real-time scheduling algorithm; system stability; utilization ratio; Adaptive control; Control systems; Feedback control; Linear feedback control systems; Nonlinear control systems; Programmable control; Real time systems; Scheduling algorithm; Stability; Time varying systems;
Conference_Titel :
American Control Conference, 2003. Proceedings of the 2003
Print_ISBN :
0-7803-7896-2
DOI :
10.1109/ACC.2003.1240465