Propagation Path Loss Prediction Based-on Grey Verhulst Model

L. Wu, Xiaomei Liu, Ying-Jian Qi, Zheng-peng Wu
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引用次数: 2

Abstract

This paper presents a new method of predicting propagation path-loss, which idea comes from grey system theory and Verhulst difference equation, which is called Grey Verhuslt Model. In order to validate correction and accuracy of the model, the simulation and prediction values are compared with the experimental data obtained from the laboratory experiment environment and computing results from Method of Moments (MOM). The performance criterion selected for the comparison between the actual and the predicted data are the root mean square error (RMSE), mean relative error (MRE).
基于灰色Verhulst模型的传播路径损耗预测
本文从灰色系统理论和Verhulst差分方程的思想出发,提出了一种预测传播路径损失的新方法——灰色Verhuslt模型。为了验证模型的正确性和准确性,将仿真值和预测值与实验室实验环境下的实验数据和矩量法(MOM)的计算结果进行了比较。将实际数据与预测数据进行比较的性能标准为均方根误差(RMSE)、平均相对误差(MRE)。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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