MATHEMATICAL DESCRIPTION OF THE DIFFERENTIATION OPERATION IN THE LOGICAL-TIME ENVIRONMENT

N. Sachaniuk-Kavets’ka, O. Prozor, V. Khomyuk, R. Shevchuk
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Abstract

Effective and timely processing of information is one of the most important problems of creating means of its processing at the level of human perception and thinking. Analytical processing of digital signals in a graphical or purely digital representation is somewhat limited and does not take into account the dynamics of signals and messages. The classical apparatus of logic is insufficient to describe the dynamics of system behavior over time. Therefore, it is important to develop models of so-called Boolean differential calculus, as this approach is based on the general concept of changing the logical variable, which will lead to a universal, in terms of dynamics, system of concepts and operations. To facilitate the preprocessing of dynamic digital variables and signals, the logic-time function of multivalued logic can be used. The purpose of this article is a mathematical representation of the differentiation of logic-time functions of multi-valued logic in the index form of the record using the simulation of its scheme. The paper shows the expediency of the idea of replacing an arbitrary digital signal (variable) that changes over time with a logic-time function, which allows to facilitate the preliminary analytical processing of digital signals and variables using the properties of such functions. The article presents a new mathematical apparatus for describing logic-time functions of multivalued logic and individual operations on them using modeling of known implementation schemes. The paper considers the peculiarities of the derivative of the multivalued logical-time function (LMF), as one of the most used and basic operations used in the study of signals and images. Its characteristics and features are shown for functions presented in index form. The general expression of the derivative of the n order is obtained and it is shown that different logic-time functions can have the same derivative. The concepts of the left and right derivative of the LMF are introduced and the relationship between them is shown. The properties of the k derivative of the BLMF were considered and the expressions for the derivative conjunction and disjunction were obtained. A possible structural scheme of the differentiator is presented, which opens up the possibility of hardware processing of multi-valued LMFs.
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逻辑时间环境下微分运算的数学描述
有效和及时地处理信息是在人类感知和思维层面创造信息处理手段的最重要问题之一。以图形或纯数字表示的数字信号的分析处理有些限制,并且不考虑信号和消息的动态。经典的逻辑仪器不足以描述系统随时间的动态行为。因此,开发所谓的布尔微分模型是很重要的,因为这种方法是基于改变逻辑变量的一般概念,这将导致一个普遍的,在动力学方面,概念和操作系统。为了便于对动态数字变量和信号进行预处理,可以利用多值逻辑的逻辑时间函数。本文的目的是利用对多值逻辑的时间函数在记录的索引形式下的微分的数学表示及其方案的模拟。本文展示了用逻辑时间函数代替随时间变化的任意数字信号(变量)的想法的便利性,这可以促进使用这些函数的性质对数字信号和变量的初步分析处理。本文提出了一种新的数学工具,通过对已知实现方案的建模,描述多值逻辑的逻辑时间函数及其上的单个运算。多值逻辑时间函数(LMF)的导数是信号和图像研究中最常用和最基本的运算之一,本文考虑了它的特殊性。以索引形式表示的函数显示了它的特点和特点。得到了n阶导数的一般表达式,并证明了不同的逻辑时间函数可以有相同的导数。引入了LMF的左导数和右导数的概念,并给出了它们之间的关系。考虑了BLMF的k阶导数的性质,得到了导数的合取和析取表达式。提出了一种可能的微分器结构方案,为多值lmf的硬件处理提供了可能。
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