Title :
Controller design based on variable-period sampling approach for networked control systems with random delays
Author_Institution :
Inst. of Autom., Chinese Acad. of Sci., Beijing
Abstract :
This paper presents a controller design algorithm for a class of networked control systems with random delay based-on variable-period sampling model, where the sensor to controller delay is modeled as a Markov chain. Since the time delay varies randomly, the time delay to occur at current sampling step is regarded as the sampling period between current sampling step and next sampling step. Using the properties of Markovian chain, the next step time-delay is calculated according to the current time-delay and probability transition matrix. The resulting closed-loop systems are jump linear systems. The necessary and sufficient conditions on the existence of the stabilizing controllers are established. It has been shown that the controller gains can be obtained by solving the LMIs using an iterative linear matrix inequality (LMI) approach. A simulated example is included to show the effectiveness of the proposed algorithm and interesting results have been obtained.
Keywords :
Markov processes; closed loop systems; control engineering computing; control system synthesis; delays; iterative methods; linear matrix inequalities; linear systems; probability; sampling methods; stability; time-varying systems; LMI; Markov chain; closed-loop system; controller design; iterative linear matrix inequality; jump linear system; networked control system; probability transition matrix; random time delay; stability; variable-period sampling approach; Algorithm design and analysis; Control systems; Delay effects; Delay systems; Linear matrix inequalities; Linear systems; Networked control systems; Probability; Sampling methods; Sensor systems;
Conference_Titel :
Networking, Sensing and Control, 2009. ICNSC '09. International Conference on
Conference_Location :
Okayama
Print_ISBN :
978-1-4244-3491-6
Electronic_ISBN :
978-1-4244-3492-3
DOI :
10.1109/ICNSC.2009.4919262