In this article, the distributed formation control strategy of multiple quadrotor unmanned aerial vehicles with time-varying state constraints is studied. In order to deal with state constraints, an unified barrier function is designed, and constrained system is transformed into unconstrained one. Based on fuzzy logic systems and backstepping method, the proposed distributed formation controller ensures state variables are ultimately uniformly bounded and are within the constraints. Finally, the numerical simulation verifies the effectiveness of control strategy.