In this paper, a design method of anti-windup controller based on a coprime factorization is proposed. Stability and anti-windup requirements are represented by two matrix inequalities. The conditions are approximated as linear matrix inequalities to obtain a soultion. The result is extended to the case of proper controller such as PID controller.