Research on covariance control problems for stochastic systems has received rather extensive attention in recent years. In this paper, we focus our attention on the problem of constrained variance design using the covariance control with observed‐state feedback for bilinear stochastic continuous systems. We will modify a practical state covariance assignment theory incorporating the concept of state estimation, and will discuss covariance control for bilinear stochastic continuous systems.