Title :
Finite-Horizon
Control for Discrete Time-Varying Systems With Randomly Occurring Nonlinearities and Fading Measurements
Author :
Derui Ding ; Zidong Wang ; Lam, James ; Bo Shen
Author_Institution :
Dept. of Control Sci. & Eng., Univ. of Shanghai for Sci. & Technol., Shanghai, China
Abstract :
This technical note deals with the H∞ control problem for a class of discrete time-varying nonlinear systems with both randomly occurring nonlinearities and fading measurements over a finite-horizon. The system measurements are transmitted through fading channels described by a modified stochastic Rice fading model. The purpose of the addressed problem is to design a set of time-varying controllers such that, in the presence of channel fading and randomly occurring nonlinearities, the H∞ performance is guaranteed over a given finite-horizon. The model transformation technique is first employed to simplify the addressed problem, and then the stochastic analysis in combination with the completing squares method are carried out to obtain necessary and sufficient conditions of an auxiliary index which is closely related to the finite-horizon H∞ performance. Moreover, the time-varying controller parameters are characterized via solving coupled backward recursive Riccati difference equations (RDEs). A simulation example is utilized to illustrate the usefulness of the proposed controller design scheme.
Keywords :
H∞ control; Riccati equations; Rician channels; differential equations; discrete time systems; nonlinear control systems; stochastic systems; RDEs; auxiliary index; controller design scheme; coupled backward recursive Riccati difference equations; discrete time-varying nonlinear systems; fading channels; fading measurements; finite-horizon H∞ control problem; model transformation technique; modified stochastic Rice fading model; necessary conditions; randomly occurring nonlinearity; stochastic analysis; sufficient conditions; time-varying controller parameters; Attenuation; Closed loop systems; Fading; Indexes; Mathematical model; Output feedback; Time-varying systems; ${cal H}_{infty}$ control; Fading channels; fading channels; finite horizon; randomly occurring nonlinearities; recursive Riccati difference equations;
Journal_Title :
Automatic Control, IEEE Transactions on
DOI :
10.1109/TAC.2014.2380671