Аnalysis and synthesis of communication network structures by state enumeration method

K. Batenkov
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Abstract

Оne of the methods of analysis and synthesis of communication network structures is considered, based on the simplest approach to calculating the probability of connectivity - the method of iterating over the states of the network edges. Despite its significant drawback, which consists in the considerable complexity of the calculations carried out, it turns out to be quite in demand both at the stage of debugging new analysis methods and when performing the procedure of sequential synthesis of network structures. The proposed method of sequential synthesis can be presented in the form of stages, at each of which one or more edges (network elements) are added. An increase in the number of edges used leads to an increase in the number of variations of the connectivity functions of a graph with an added edge, and hence to an increase in the complexity of operations for calculating conditional probabilities. At the same time, such a complication makes it possible to more accurately solve the synthesis problem, since not in all situations the sequential addition of edges is equivalent to sorting through all possible alternatives. Both the described method of analyzing the structures of communication networks based on the enumeration of states and the synthesis method differ in the essential simplicity of the implementation of the processes of the calculations carried out. It is this circumstance that allows us to use these methods as reference. The accuracy of the calculations depends solely on the capabilities of hardware and software systems and is in no way limited directly by the method of sorting states. As a result, the calculation of the probability of connectivity with precision accuracy, which is typical for situations of comparative analysis of communication networks with the availability and survivability coefficients of individual network elements close to the threshold values, also turns out to be feasible on the basis of the methods considered.
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Аnalysis和状态枚举法合成通信网络结构
基于计算连通性概率的最简单方法-迭代网络边缘状态的方法,考虑了通信网络结构分析和综合方法的Оne。尽管它有很大的缺点,即计算相当复杂,但在调试新分析方法的阶段和执行网络结构的顺序综合过程中,它都是非常需要的。所提出的顺序综合方法可以以阶段的形式呈现,在每个阶段添加一个或多个边(网络元素)。增加使用的边的数量会导致增加了一条边的图的连接函数的变化数量,从而增加了计算条件概率的操作的复杂性。同时,这种复杂性使得更准确地解决综合问题成为可能,因为并不是在所有情况下,边的顺序添加都等同于对所有可能的替代方案进行排序。所描述的基于状态枚举的通信网络结构分析方法和综合方法的不同之处在于计算过程的实现本质上是简单的。正是在这种情况下,我们才可以使用这些方法作为参考。计算的准确性完全取决于硬件和软件系统的能力,不受状态排序方法的直接限制。因此,在考虑方法的基础上,具有精度精度的连通性概率计算也变得可行,这是通信网络比较分析中典型的情况,单个网元的可用性和生存性系数接近阈值。
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来源期刊
CiteScore
1.30
自引率
50.00%
发文量
10
期刊介绍: The journal is the prime outlet for the findings of scientists from the Faculty of applied mathematics and control processes of St. Petersburg State University. It publishes original contributions in all areas of applied mathematics, computer science and control. Vestnik St. Petersburg University: Applied Mathematics. Computer Science. Control Processes features articles that cover the major areas of applied mathematics, computer science and control.
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