{"title":"基于灰色Verhulst模型的传播路径损耗预测","authors":"L. Wu, Xiaomei Liu, Ying-Jian Qi, Zheng-peng Wu","doi":"10.1109/ICIS.2018.8466461","DOIUrl":null,"url":null,"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).","PeriodicalId":447019,"journal":{"name":"2018 IEEE/ACIS 17th International Conference on Computer and Information Science (ICIS)","volume":"3 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":"{\"title\":\"Propagation Path Loss Prediction Based-on Grey Verhulst Model\",\"authors\":\"L. Wu, Xiaomei Liu, Ying-Jian Qi, Zheng-peng Wu\",\"doi\":\"10.1109/ICIS.2018.8466461\",\"DOIUrl\":null,\"url\":null,\"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).\",\"PeriodicalId\":447019,\"journal\":{\"name\":\"2018 IEEE/ACIS 17th International Conference on Computer and Information Science (ICIS)\",\"volume\":\"3 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2018-06-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"2\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2018 IEEE/ACIS 17th International Conference on Computer and Information Science (ICIS)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICIS.2018.8466461\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2018 IEEE/ACIS 17th International Conference on Computer and Information Science (ICIS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICIS.2018.8466461","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Propagation Path Loss Prediction Based-on Grey Verhulst Model
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).