In this note, the observer-based control for a class of uncertain linear systems is considered. Exponential stabilizability for the systems is studied and the convergence rate of system is estimated. Linear matrix inequality (LMI) approach is used to design the observer-based control. The control and observer gains are given from LMI feasible solution. A numerical example is given to illustrate our results.