Author_Institution :
Inst. of Math., Helsinki Univ. of Technol., Helsinki, Finland
Abstract :
Infinite-dimensional control theory often provides complex solutions to various control problems. However, in practical applications one would like to have real solutions. We show that the standard solutions are real given real data. We call a (possibly matrix- or operator-valued) holomorphic function G real (or real-symmetric) if G(z) = G(z) for every z. We show that if such a function can be presented as G = NM-1, where N, M ∈ H∞, then we have G = NRMR-1, where NR, MR ∈ H∞ are real and weakly right coprime. Thus, if a real function G has a stabilizing compensator (a function K such that [-GII-K]-1 ∈ H∞), then G has a real doubly coprime factorization and a Youla parameterization of all real stabilizing controllers. If a LTI system of the form ẋ = Ax + Bu, y = Cx + Du or of the form xn+1 = Axn + Bun, yn = Cxn + Dun has real (possibly unbounded, constant) coefficients A, B, C and D, then the system is stabilizable iff it is stabilizable by a real state-feedback operator. This holds for both exponential and output stabilization. The stabilizing state-feedback operator is the standard LQR feedback operator, hence the standard (complex) formulae can be used to find this real solution. Analogous results hold for other optimization, factorization and approximation problems too.
Keywords :
approximation theory; compensation; optimisation; stability; state feedback; LTI system; Youla parameterization; approximation problems; control problems; holomorphic function; infinite dimensional control theory; optimal state feedback; optimization; output stabilization; real doubly coprime factorization; real state feedback operator; stabilizing compensators; stabilizing controllers; stabilizing state feedback operator; standard LQR feedback operator; standard formulae; Discrete-time systems; Equations; Hilbert space; Optimal control; Standards; State feedback; Transfer functions; Real-symmetric functions; real LQ-optimal state feedback; real coprime factors; real stabilizing controllers; real state-feedback operators;