IEEE Transactions on Automatic Control, Vol.55, No.3, 784-790, 2010
Discrete-Time PI-Nonlinear H-infinity Estimation
In this technical note, exact and approximate solutions of the discrete-time suboptimal proportional-integral-H-infinity-estimation problem for affine nonlinear systems using finite-dimensional estimators (filters) are presented. Sufficient conditions for the solvability of the problem are given in terms of discrete-time Hamilton-Jacobi-Isaac's equations. For linear systems, it is shown that, these equations reduce to a system of linear-matrix inequalities. Simulation results are also presented to show the benefit of the new approach.
Keywords:L-2-gain;discrete-time nonlinear H-infinity estimation;Hamilton-Jacobi-Isaacs equations (HJIEs);linear-matrix inequalities (LMIs);proportional-integral (PI)-estimators