Gaussian estimates for spatially inhomogeneous random walks on   ${\mathbf{Z}}^d$
  It is shown in this paper that the transition kernel corresponding to a spatially inhomogeneous random walk on ${\mathbf{Z}}^d$ admits upper and lower Gaussian estimates. 
Sami Mustapha