Si. Han et Js. Kim, H-INFINITY-CONSTRAINED QUASI-LINEAR QUADRATIC GAUSSIAN CONTROL WITH LOOP TRANSFER RECOVERY, KSME International Journal, 11(3), 1997, pp. 255-266
In this paper we propose a new nonlinear controller design method, cal
led quasi-linear quadratic Gaussian/H-infinity/loop transfer recovery
(QLQG/H-infinity/LTR), for nonlinear multivariable systems with hard n
onlinearities such as Coulomb friction and dead-zones. We consider H-i
nfinity-constraints for the optimization of statistically linearized s
ystems, by replacing the covariance Lyapunov equation by a modified Ri
ccati equation, whose solution leads to an upper bound QLQG performanc
e. As a result, the nonlinear correction term is included in the Ricca
ti equation which, in general, is excessively difficult to solve. nume
rically. To solve this problem, we use the modified loop shaping techn
ique and derive analytic proofs of the LTR condition. Finally, the H-i
nfinity-constrained nonlinear controller is synthesized by an inverse
random input describing function technique (IRIDF). The proposed desig
n method for a hard nonlinear multivariable systems has better robustn
ess to unstructured uncertainty and hard nonlinearities than the QLQG/
LTR method. A flexible link system with Coulomb frictions serves as a
design example for our methodology.