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一种改进的马尔科夫链及其在电力线通信信道脉冲噪声建模中的应用

郭昊坤 吴军基 应展烽 孟绍良

电力系统保护与控制2012,Vol.40Issue(5):129-132,4.
电力系统保护与控制2012,Vol.40Issue(5):129-132,4.

一种改进的马尔科夫链及其在电力线通信信道脉冲噪声建模中的应用

Application of improved Markov chain in impulse noise modeling of power line communication channel

郭昊坤 1吴军基 1应展烽 1孟绍良1

作者信息

  • 1. 南京理工大学能源与动力工程学院,江苏南京210094
  • 折叠

摘要

Abstract

Impulse noise severely affects the reliability of PLC. For amplitude characteristics of impulse noise in power line communication channel, a modified Markov chain (peak-type Markov chain) is proposed. What's more, the traditional Markov chain model and the peak Markov chain model of impulse noise amplitude are established. By comparing the two models, it is found that the model from the peak Markov chain retains more characteristics of impulse noise amplitude, which makes it more consistent to the actual model. The established peak-type Markov chain model is used to simulate the amplitude sequence of power line's impulse noise, and the probability in the transition probability matrix is compared. The error is very small, indicating that the peak Markov chain is very suitable for establishing impulse noise amplitude model in power line communication channel.

关键词

改进马尔科夫链/峰式马尔科夫链/电力线通信/脉冲噪声/建模

Key words

improved Markov chain/ peak-type Markov chain/ power line communication/ impulse noise/ modeling

分类

信息技术与安全科学

引用本文复制引用

郭昊坤,吴军基,应展烽,孟绍良..一种改进的马尔科夫链及其在电力线通信信道脉冲噪声建模中的应用[J].电力系统保护与控制,2012,40(5):129-132,4.

电力系统保护与控制

OA北大核心CSCDCSTPCD

1674-3415

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