Abstract: In this note,based on linear quadratic regulator theory and Lyapunov stability theory,we propose linear state-feedback control law with observor for robust stabilization of matched uncertain multivariable linear systems.This method requires to solve two algebraic Riccati equations.The uncertain parameters may be time-varying,but norms must be bounded.