  This paper provides the semi-discrete scheme by the central local
discontinuous Galerkin method for space fractional diffusion equation on two
sets of overlapping cells, and then we give the stability analysis and error
estimates for the scheme. Lastly, we verify the effectiveness of the proposed
scheme by the one- and two-dimensional numerical experiments.
