Title :
Energy-aware control: ℓ2 gain for closed-loop systems implemented with stochastic schedulers
Author :
Lutz, Collin C. ; Stilwell, Daniel J.
Author_Institution :
Bradley Dept. of Electr. & Comput. Eng., Virginia Tech, Blacksburg, VA, USA
Abstract :
We investigate a control system implemented with a stochastic scheduler on a modern microprocessor where the clock frequency of the microprocessor can be adjusted in real-time. We consider the case when the microprocessor clock frequency may be set so low that the control algorithm occasionally fails to generate an updated control signal in the time allotted to it by the operating system. We seek to understand the relationships between energy consumption, closed-loop performance, and a control signal that is occasionally not updated by the control system. We provide stability and H∞ performance results for a class of jump linear systems governed by time-inhomogeneous stochastic processes.
Keywords :
H∞ control; closed loop systems; control engineering computing; linear systems; microprocessor chips; operating systems (computers); scheduling; stability; stochastic systems; closed-loop performance; closed-loop system; control algorithm; control signal; energy consumption; energy-aware control; jump linear system; microprocessor clock frequency; operating system; stability; stochastic scheduler; time-inhomogeneous stochastic process; Frequency control; Microprocessors; Process control; Random variables; Switches; Symmetric matrices;
Conference_Titel :
American Control Conference (ACC), 2013
Conference_Location :
Washington, DC
Print_ISBN :
978-1-4799-0177-7
DOI :
10.1109/ACC.2013.6580667