This paper describes an early attempt to build a new multi-scale stochastic model on multiwavelet. Previously such stochastic model are defined either on a single or multiple binary tree as well as on an ordinary wavelet structure. Several interesting results are obtained due to the specific properties of multiwavelet which are different from its wavelet counterpart. Smoothing of a certain fractal signal on the proposed model will be given.
