Title :
Quantised robust H∞ output feedback control of discrete-time systems with random communication delays
Author :
Rasool, Fahad ; Nguang, Sing Kiong
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Auckland, Auckland, New Zealand
fDate :
11/1/2010 12:00:00 AM
Abstract :
In this study, a stability criterion and robust H∞ mode delay-dependent quantised dynamic output feedback controller design problem for discrete-time systems with random communication delays, packet dropouts and quantisation errors are investigated. Random communication delays from the sensor to controller network are modelled using a finite-state Markov chain with a special transition probability. A logarithmic quantiser is used to quantise the measured output. The Lyapunov-Krasovskii (L-K) functional approach is used to derive the stochastic stability criterion for the system with a given attenuation level. Sufficient conditions for the existence of an output feedback controller is formulated in terms of bilinear matrix inequalities (BMIs). Owing to the special transition probability matrix, a new slack matrix is added to BMIs to relax the sufficient conditions for the existence of an output feedback controller. Furthermore, an iterative algorithm is used to convert the BMIs into the quasi-convex optimisation problem which can be solved easily. An example is given to demonstrate the effectiveness of the proposed design.
Keywords :
H∞ control; Markov processes; control system synthesis; convex programming; delays; discrete time systems; feedback; iterative methods; linear matrix inequalities; robust control; Lyapunov-Krasovskii functional approach; bilinear matrix inequalities; discrete-time systems; finite-state Markov chain; iterative algorithm; logarithmic quantiser; quantised robust H∞ output feedback control; quasi-convex optimisation problem; random communication delays; special transition probability; stochastic stability criterion;
Journal_Title :
Control Theory & Applications, IET
DOI :
10.1049/iet-cta.2009.0222