4 QAM传输的随机模型受流行干扰效应的影响.
1Programa de Pós-Graduação em Engenharia Elétrica, Universidade Federal da Paraíba, Campus I, Castelo Branco, João Pessoa 58051-900, PB, Brazil.
Entropy (Basel, Switzerland)
|June 26, 2025
概括
在4个QAM数字系统中,突然的用户激增会产生非静止的流量. 这项研究使用随机微分方程来模拟这种流行病干扰效应,以更好地管理网络.
科学领域:
- 数字通信数字通信
- 网络流量分析 网络流量分析
- 随机模型建模 随机模型建模
背景情况:
- 数字通信系统由于用户访问的突然增加而面临性能下降.
- 网络流量可能变得不稳定,影响系统的稳定性和可靠性.
- 了解干扰效应对于保持通信质量至关重要.
研究的目的:
- 为4个QAM数字通信系统开发干扰的随机模型.
- 分析突然用户涌入对网络流量动态的影响.
- 量化因用户访问增加而引起的流行病干扰效应.
主要方法:
- 使用随机差异方法来建模干扰.
- 分析用户激增导致的非静止流量模式.
- 模拟突然用户增加对系统性能的影响.
主要成果:
- 该研究表明,用户的快速增长会导致非静止网络流量.
- 为流行病干扰效应建立了一个可量化的模型.
- 随机模型准确地反映了系统对用户负载的响应.
结论:
- 拟议的随机模型有效地捕捉了在突然用户负载下4个QAM系统中的干扰动态.
- 管理非静止流量对于稳健的数字通信至关重要.
- 这些发现为网络设计和资源分配提供了洞察力,以减轻干扰.
相关概念视频
Propagation of Uncertainty from Random Error
1.1K
An experiment often consists of more than a single step. In this case, measurements at each step give rise to uncertainty. Because the measurements occur in successive steps, the uncertainty in one step necessarily contributes to that in the subsequent step. As we perform statistical analysis on these types of experiments, we must learn to account for the propagation of uncertainty from one step to the next. The propagation of uncertainty depends on the type of arithmetic operation performed on...
1.1K
Transmission-Line Differential Equations
414
Transmission lines are essential components of electrical power systems. They are characterized by the distributed nature of resistance (R), inductance (L), and capacitance (C) per unit length. To analyze these lines, differential equations are employed to model the variations in voltage and current along the line.
Line Section Model
A circuit representing a line section of length Δx helps in understanding the transmission line parameters. The voltage V(x) and current i(x) are measured...
Line Section Model
A circuit representing a line section of length Δx helps in understanding the transmission line parameters. The voltage V(x) and current i(x) are measured...
414
Propagation of Uncertainty from Systematic Error
897
The atomic mass of an element varies due to the relative ratio of its isotopes. A sample's relative proportion of oxygen isotopes influences its average atomic mass. For instance, if we were to measure the atomic mass of oxygen from a sample, the mass would be a weighted average of the isotopic masses of oxygen in that sample. Since a single sample is not likely to perfectly reflect the true atomic mass of oxygen for all the molecules of oxygen on Earth, the mass we obtain from this...
897
Interference: Path Lengths
1.4K
Consider two sources of sound, that may or may not be in phase, emitting waves at a single frequency, and consider the frequencies to be the same.
Two special sources may be considered when they are in phase. This can be easily achieved by feeding the two sources from the same source. An example would be synchronizing the two speakers by feeding them with the same source, such as the sound waves produced by a tuning fork. This setup ensures that the two sources have the same frequency and are...
Two special sources may be considered when they are in phase. This can be easily achieved by feeding the two sources from the same source. An example would be synchronizing the two speakers by feeding them with the same source, such as the sound waves produced by a tuning fork. This setup ensures that the two sources have the same frequency and are...
1.4K
Mutation, Gene Flow, and Genetic Drift
59.5K
In a population that is not at Hardy-Weinberg equilibrium, the frequency of alleles changes over time. Therefore, any deviations from the five conditions of Hardy-Weinberg equilibrium can alter the genetic variation of a given population. Conditions that change the genetic variability of a population include mutations, natural selection, non-random mating, gene flow, and genetic drift (small population size).
59.5K
Propagation Speed of Electromagnetic Waves
4.0K
Electromagnetic waves are consistent with Ampere's law. Assuming there is no conduction current Ampere's law is given as:
4.0K


