Utilization of function generators to extract the maximum useful information from a signal
DOI:
https://doi.org/10.3103/S073527271989110099Abstract
Elevating the requirements governing the characteristics of radioelectronics equipment leads to the necessity of solving the problem of extracting the maximum useful information from noisy signals. In [1] the problem of the maximum amount of information was solved using the device of convex programming by means of numerical methods on a computer. However, the approach given does not allow an analytic solution to be obtained by means of which one could determine the transfer function for the transformation of the monitored signal.
The purpose of the present article is to solve the signal-transformation problem in analytic form for the condition when the maximum useful information at the output of the function generator is ensured.
References
SOBOLEV, V.I.; KOMAROV, G.G. Solution of the problem of the maximum quantity of information. Radioelectron. Commun. Syst., v.17, n.7, p.94-96, 1974.
VAKHMAN, D.E.; RUBICHEV, N.A. Optimization of the correlation functions of probability distributions, and other similar problems. Radiotekhnika i Elektronika, n.12, p.2512-2520, 1974.
LEVIN, B.R. Theory of Random Processes and Its Application in Radioengineering [in Russian]. Moscow: Sov. Radio, 1960.
PUGACHEV, V.S. Introduction to Probability Theory [in Russian]. Moscow: Nauka, 1968.
SOLODOV, A.V.; PETROV, F.S. Linear Automatic Systems with Varying Parameters [in Russian]. Moscow: Nauka, 1971.
IVASHCHENKO, N. N. Automatic Control [in Russian]. Moscow: Mashinostroenie, 1978.
