基于数据挖掘的光通信系统信息传输误差预测研究  

Research on Information Transmission Error Prediction of Optical Communication System Based on Data Mining

作　　者：于继江[1] 董中平[1] YU Jijiang;DONG Zhongping(National Institutes for Food and Drug Control, Beijing 102629, China)

机构地区：[1]中国食品药品检定研究院,北京102629

出　　处：《微型电脑应用》2021年第10期108-110,114,共4页Microcomputer Applications

摘　　要：针对当前光通信系统存在信息传输误差大,丢包率高的缺陷,为了提高光通信系统的数据传输成功率,设计了基于数据挖掘的光通信系统信息传输误差预测模型。首先分析当前光通信系统信息传输误差预测的研究进展,找到影响预测结果的因素;然后采用数据挖掘技术拟合光通信系统信息传输误差和影响因素之间的关系,从而建立光通信系统信息传输误差预测模型;最后与其它模型进行了光通信系统信息传输对比测试。测试结果表明,这一模型可以描述光通信系统信息传输误差变化特点,提高光通信系统信息传输误差预测精度,预测效果要明显优于对比方法。In order to improve the success rate of optical communication system,a data mining based information transmission error prediction model is designed for optical communication system.Firstly,the research progress of information transmission error prediction of optical communication system is analyzed,and the factors influencing the prediction results are found.Then,the relationship between information transmission error and influencing factors is fitted by data mining technology.Then,a prediction model of information transmission error in optical communication system is established.Finally,information transmission comparison tests of optical communication system are carried out with other models.The results show that the model can describe the characteristics of information transmission error change in optical communication system,improve the accuracy of information transmission error prediction,and the prediction effect is obviously better than the comparison method.

关 键 词：光通信技术 数据挖掘 信息传输成功率 预测模型 对比实验 

分 类 号：TN911.74[电子电信—通信与信息系统]