The distribution of randomly deployed wireless sensors plays a vital role in 
the quality of and methods used for data acquisition and signal reconstruction. In this paper 
we use the moments approach of free deconvolution to recover the moments of the transmitted signal 
and then relate these moments to the distribution of the randomly deployed sensors. Simulations in realistic
cases show the benefits of the approach.