A feasible suboptimal approach for the computation of MPC under state dependent constraints using a time varying approximation of the constraints is proposed. The method is stated, sufficient stability conditions are given and appropriate tests are derived. An example offers insight into the implementation of this approach, especially the trade-off between loss of optimality and computational burden.