Construction of discrete converting systems in the case of numerous information channels

The paper addresses to the problem of estimating the unknown quantities on the knowledge of observation results functionally dependent on the magnitude of unknown vectors generating these quantities and the Gaussian noise in the case of numerous channels carrying data on the generating vectors. The structure of an optimal system is determined, its accuracy estimated, sufficient conditions of iterative procedure convergence are established.