Title :
The construction of statistical model of a virtual object in the LabVIEW environment
Author :
Balasanyan, S.Sh. ; Gevorgyan, H.M.
Author_Institution :
Kapan Branch of State Eng. Univ. of Armenia, Kapan, Armenia
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.
Keywords :
regression analysis; stochastic processes; virtual instrumentation; virtual reality; LabVIEW environment; information technologies; nondegenerate multivariate normal distribution; regression model; simulation modeling; statistical data; statistical model; stochastic postulated model; virtual lab; virtual objects; Correlation coefficient; Data models; Educational institutions; Input variables; Mathematical model; Standards; Vectors; adequacy; model; random; regression; simulation;
Conference_Titel :
Remote Engineering and Virtual Instrumentation (REV), 2014 11th International Conference on
Conference_Location :
Porto
DOI :
10.1109/REV.2014.6784172
