The Problem

We measure y(n) which is the result of linear distortion applied to the original signal x(n) plus additive noise e(n), as shown in Fig. 1. Given

1. ,
2. linear operator D representing the distortion, and
3. prior knowledge about feasible x(n),

the problem is to determine x(n).

  
Figure 1: Block diagram for signal distortion in signal restoration.