实施用于模拟无线电通信过程的分布式计算系统

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引用次数: 0

摘要

如今,有效用于解决现代应用问题的数学建模方法的最重要组成部分是现代信息技术,它不仅可以积累几乎无限量的实验信息,还可以使用可视化方法分析这些数据。文章讨论了开发和实施分布式计算系统的相关问题,该系统可以在使用多频率通信系统的情况下模拟和分析数据传输的多个实验。具有最大熵的信号模型被用作信息源模型。作为带噪声的通信信道模型,使用了在给定频段内具有均匀频谱的加性高斯噪声信道。所实现的计算系统可对多重实验的参数进行表格和可视化分析,如信号子载波数、信号恢复的时间间隔范围、信噪比、QAM 信号的正交和同相分量、信号的能量和信息特征以及通信信道的数据传输速度。系列实验的结果以带有动画效果的交互式图表形式展示。
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IMPLEMENTATION OF DISTRIBUTED COMPUTING SYSTEM FOR SIMULATING OF THE RADIO COMMUNICATION PROCESSES
Today, the most important component of the mathematical modeling method, which is effectively used to solve modern application problems, is modern information technology, which allows not only to accumulate practically unlimited amounts of experimental information, but also to analyze this data using visualization methods. The article discusses issues related to the development and implementation of a distributed computing system that makes it possible to simulate and analyze multiple experiments for data transmission in the case of using multi-frequency communication sys-tems. Signal models with maximum entropy are used as message source models. As a model of a communication channel with noise, a channel with additive Gaussian noise which has a uniform spectrum in a given frequency band is used. The implemented computing system allows tabular and visual analysis of such parameters of the multiple experiments as the number of signal subcarriers, the range of time interval for signal restoration, the signal-to-noise ratio, the quadrature and in-phase components of the QAM signal, the energy and information characteristics of the signal and the speed of data transmission of the communication channel. The results of the serial experiments are illustrated in form of interactive graphs with animated effects.
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