The renormalization of turbulent magnetized plasma is treated by a new approach-Fourier transform of velocity V and the operator technique. Under the weak coupling approximation, the propagator is transformed into a form which can be calculated easily. The effects of finite correlation time tau c of turbulence are discussed. It shows that finite tau c not only gives some new terms but also makes the diffusion 'coefficient' itself changed.