A statistical multipath model is presented to characterize the multipath propagation properties of indoor radio channels which operate in the MM-wave frequency band. The model is derived from measurement data obtained in various typical indoor environments. The results of the statistical modeling agree closely to a discrete uncorrelated scattering model. The proposed model fits measurements well, is simple to use in performance analysis and simulation studies of MM-wave indoor radio links and is extendable to other environments.>