文章基本信息

标题：Interactive Education for Time-Domain Time Series Analysis using ITTSAE
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作者：J.M. DÍaz ; S. Dormido ; D.E. Rivera 等
期刊名称：IFAC PapersOnLine
印刷版ISSN：2405-8963
出版年度：2015
卷号：48
期号：28
页码：751-756
DOI：10.1016/j.ifacol.2015.12.220
语种：English
出版社：Elsevier
摘要：AbstractKnowledge of basic principles and concepts in time series analysis is fundamental to system identification education; however, this topic is not part of the traditional background for many engineering students. Interactive software tools, on the other hand, have proven as particularly useful techniques with high impact on education. To address this need, this paper describes a collection of interactive software tools (ITTSAE, ITTSAE-TSG and ITTSAE-TSA) that have been developed to assist in teaching and learning time series analysis concepts in the time domain. The tools have been developed with Sysquake, a MATLAB-like language with fast execution and excellent facilities for interactive graphics, and are delivered as a stand-alone executables that are readily accessible to students and instructors. The basic functionality of the tools and an illustrative example on the use of the software are presented.
关键词：KeywordsSystem identificationeducational aidsinteractive programssignalsARIMA models