We present a theory for control of Chen's chaotic system using sampled-data feedback control technology. First, the output of Chen's chaotic system is sampled at a given sampling rate. Then the sampled data are used to construct a discrete-time feedback control algorithm for controlling Chen's chaotic system to the origin. The theory of the asymptotic stability of the controlled system is presented. Numerical experimental results are given.