Title :
Optimal Stochastic SD Control With Preview
Author :
Polyakov, K.Y. ; Rosenwasser, E.N. ; Lampe, B.P.
Author_Institution :
St. Petersburg State Univ. of Ocean Technol., St. Petersburg
Abstract :
The problem of H2-optimal sampled-data (SD) preview control is considered. It is assumed that a stochastic reference signal corrupted with additive colored noise acts upon the system so that future values of this input are known within a preview window tau . A rigorous frequency-domain solution of the problem is given for SISO SD systems on the basis of the parametric transfer function concept. Numerator and denominator degrees of the optimal controller are calculated explicitly on the basis of initial data. The dependence of the optimal cost function on tau is investigated and the limiting value as tau rarr infin is found. Moreover, it is shown that this limit depends on the relation between tau and the sampling period.
Keywords :
Hinfin control; cost optimal control; delay systems; frequency-domain analysis; multivariable control systems; polynomials; predictive control; sampled data systems; stochastic systems; transfer functions; H2 control; SISO system; additive colored noise; delay systems; frequency-domain solution; optimal control; optimal cost function; parametric transfer function; polynomial methods; sampled-data preview control; stochastic control; stochastic reference signal; Additive noise; Colored noise; Control systems; Optimal control; Polynomials; Sampling methods; Stochastic processes; Stochastic resonance; Stochastic systems; Transfer functions; Delay systems; polynomial methods; sampled data systems; stochastic optimal control; transfer functions;
Journal_Title :
Automatic Control, IEEE Transactions on
DOI :
10.1109/TAC.2007.900845