We analyze the estimation of the angle, scalar product, and the Euclidean distance of real-
valued vectors using binary vectors with controlled sparsity. Transformation is carried out by …

This article analytically studies the dependence of components of the error of reconstructing
the true signal on the number of rows of a random projection matrix. It is shown that, with …

This paper proposes an approach to the stable solution of the output transformation
problem, based on random projections and QR-decomposition. The behavior of the error …

We propose an approach that provides a stable transformation of the output of a linear
system into the output of a system with the desired basis. The matrix of basis functions of the …

The chapter reviews the methods of data processing aimed at improving the accuracy of
measurements in radiation monitoring systems. The accuracy of radionuclide activity …

Рассмотрен подход, обеспечивающий устойчивое преобразование выхода линейной
системы в выход системы с заданным базисом для случая, когда матрица базисных …

Для розв'язання дискретних некоректних задач на основі аналітичного усереднення
випадкового проектування розроблено метод визначення оптимальної розмірності …

We propose an approach that provides a stable transformation of the output of a linear
system into the output of a system with a desired basis. The matrix of basis functions of a …

Issue 4 (210), article 2 – CCE Journal Skip to content CCE Journal Cybernetics and Computer
Engineering Journal website, ISSN (print): 2663-2578, ISSN (online): 2663-2586, DOI …

We considered the problem of object signals recovery in the systems where an input-output
transformation is described by models of convolution type. To find a solution for such …