{"title":"The construction of statistical model of a virtual object in the LabVIEW environment","authors":"S. Balasanyan, H. Gevorgyan","doi":"10.1109/REV.2014.6784172","DOIUrl":null,"url":null,"abstract":"This paper discusses a virtual lab, which includes the simulation modeling of a virtual objects and the construction of their statistical models in the LabVIEW environment. The proposed lab simulates the functioning of the virtual object, formally represented as the stochastic postulated model, using non-degenerate multivariate normal distribution method. Based on the generated statistical data, obtained as a result of simulation modeling of the investigated virtual object, its regression model is constructed. The offered virtual lab is intended for students - bachelors on “Information technologies” specialty.","PeriodicalId":330445,"journal":{"name":"2014 11th International Conference on Remote Engineering and Virtual Instrumentation (REV)","volume":"2 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2014-04-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2014 11th International Conference on Remote Engineering and Virtual Instrumentation (REV)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/REV.2014.6784172","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
This paper discusses a virtual lab, which includes the simulation modeling of a virtual objects and the construction of their statistical models in the LabVIEW environment. The proposed lab simulates the functioning of the virtual object, formally represented as the stochastic postulated model, using non-degenerate multivariate normal distribution method. Based on the generated statistical data, obtained as a result of simulation modeling of the investigated virtual object, its regression model is constructed. The offered virtual lab is intended for students - bachelors on “Information technologies” specialty.