Цифровий коректуючий фільтр у задачах відновлення вхідних сигналів і даних систем спостереження енергетичних об’єктів

• Дата: 2021
• Автори: Верлань, Андрій, Стертен, Ю
• Формат: Стаття
• Мова: English
• Опубліковано: Kamianets-Podilskyi National Ivan Ohiienko University 2021
• Онлайн доступ: http://mcm-tech.kpnu.edu.ua/article/view/251066
• Назва журналу: Mathematical and computer modelling. Series: Technical sciences

The task of signal recovery is one of the most important for automated diagnostics and control systems of an energy object. When solving the inverse problems of recovering signals, images and other types of data, spectral distortions and losses occur (in some cases, very significant ones). They are primarily stipulated due to ill-posedness of these problems, which is the result of loss of information about the original signal due to strong (and even complete) suppression in the observed signal of a part of spectral components, which become indistinguishable against the background of errors and noise [1]. Besides, additional spectral distortions may occur in the process of solving recovery problems, which depend on specific methods used and their parameters. A method for building a digital correcting filter for processing the results of solving incorrect inverse problems is proposed, which effectively improves the quality of the solution. The method is based on the use of a singular decomposition of the matrix (SVD) of a system of algebraic equations that approximates the integral operator.