This work presents dynamic model inversion controller which uses state dependent coefficient matrices, and is applied for a fixed-wing aircraft attitude and velocity control problem. Numerical validation of the proposed controller is done using a Cessna 172 aircraft simulation model for several scenarios of atmospheric disturbances.