Selection of Observations in Signal Reconstruction

In some signal reconstruction problems, the Observation equations can be used as a priori information for selecting the best combination of observations before acquiring them. In this correspondence, we define a selection criterion and propose efficient methods for optimizing the criterion with respect to the combination of observations. Our examples illustrate the value of optimized sampling using the proposed methods.