Title :
Network-Based Robust
Control for Linear Systems With Two-Channel Random Packet Dropouts and Time Delays
Author :
Li Qiu ; Yang Shi ; Fengqi Yao ; Gang Xu ; Bugong Xu
Author_Institution :
Shenzhen Key Lab. of Urban Rail Transit, Shenzhen Univ., Shenzhen, China
Abstract :
This paper focuses on the robust output feedback ℋ2/ℋ∞ control issue for a class of discrete-time networked control systems with uncertain parameters and external disturbance. Sensor-to-controller and controller-to-actuator packet dropouts and time delays are considered simultaneously. According to the stochastic characteristic of the packet dropouts and time delays, a model based on a Markov jump system framework is proposed to randomly compensate for the adverse effect of the two-channel packet dropouts and time delays. To analyze the robust stability of the resulting closed-loop system, a Lyapunov function is proposed, based on which sufficient conditions for the existence of the ℋ2/ℋ∞ controller are derived in terms of linear matrix inequalities, ensuring robust stochastic stability as well as the prescribed ℋ2 and ℋ∞ performance. Finally, an angular positioning system is exploited to demonstrate the effectiveness and applicability of the proposed design strategy.
Keywords :
H∞ control; H2 control; Lyapunov methods; Markov processes; closed loop systems; delays; discrete time systems; feedback; linear matrix inequalities; linear systems; networked control systems; robust control; stability; Lyapunov function; Markov jump system framework; angular positioning system; closed-loop system; controller-to-actuator packet dropouts; discrete-time networked control systems; external disturbance; linear matrix inequalities; linear systems; network-based robust ℋ2/ℋ∞ control; packet dropouts stochastic characteristic; robust output feedback control; robust stochastic stability; sensor-to-controller packet dropouts; sufficient conditions; time delays stochastic characteristic; two-channel random packet dropouts; uncertain parameters; Closed loop systems; Delay effects; Linear systems; Markov processes; Output feedback; Robustness; Markov jump linear systems; networked control systems (NCSs); packet dropouts and time delays; robust $mathscr {H}_{2}/mathscr {H}_infty $ control; robust H₂/H∞ control;
Journal_Title :
Cybernetics, IEEE Transactions on
DOI :
10.1109/TCYB.2014.2352291