A novel control-schedule codesign method for embedded control systems

This paper addresses the control and scheduling of embedded control systems with shared computation resources. The holistic system consisting of several linear plants, which are controlled by one single processor, is modeled as a switched control system. Based on quadratic Lyapunov function a method is introduced to design jointly schedule and control, which guarantees stability of all plants controlled by the processor. The proposed strategy is formulated as a constrained optimization problem, which firstly allows checking the feasibility of the stabilization of all plants by controlling them by one processor. Moreover, the solution of the constrained optimization problem contains the control gain and the necessary parameters for an appropriate online scheduling. The method is illustrated by an example.

[1]  P ? ? ? ? ? ? ? % ? ? ? ? , 1991 .

[2]  Steven Liu,et al.  Optimal control and scheduling of networked control systems , 2009, Proceedings of the 48h IEEE Conference on Decision and Control (CDC) held jointly with 2009 28th Chinese Control Conference.

[3]  Bo Lincoln,et al.  LQR optimization of linear system switching , 2002, IEEE Trans. Autom. Control..

[4]  D. Henriksson Resource Management for Control Tasks Based on the Transient Dynamics of Closed-Loop Systems , 2006 .

[5]  Anton Cervin,et al.  Optimal on-line scheduling of multiple control tasks: a case study , 2006, 18th Euromicro Conference on Real-Time Systems (ECRTS'06).

[6]  Mohamed El Mongi Ben Gaid,et al.  Optimal Integrated Control and Scheduling of Systems with Communication Constraints , 2005, Proceedings of the 44th IEEE Conference on Decision and Control.

[7]  G. Zhai Quadratic stabilizability of discrete-time switched systems via state and output feedback , 2001, Proceedings of the 40th IEEE Conference on Decision and Control (Cat. No.01CH37228).

[8]  A. Cervin,et al.  Optimal On-line Sampling Period Assignment for Real-Time Control Tasks Based on Plant State Information , 2005, Proceedings of the 44th IEEE Conference on Decision and Control.

[9]  Steven Liu,et al.  Optimal control of systems with resource constraints , 2007, 2007 46th IEEE Conference on Decision and Control.

[10]  Steven Liu,et al.  Robust Feedback Control and Scheduling of Networked Embedded Control Systems , 2012, ADHS.

[11]  Karl-Erik Årzén,et al.  Feedback–Feedforward Scheduling of Control Tasks , 2002, Real-Time Systems.

[12]  Lui Sha,et al.  On task schedulability in real-time control systems , 1996, 17th IEEE Real-Time Systems Symposium.