Interactive Education for Time-Domain Time Series Analysis using ITTSAE

被引：1
|
作者：
Diaz, J. M. [1 ]
Dormido, S. [1 ]
Rivera, D. E. [2 ]
机构：
[1] UNED, Dept Informat & Automat, Madrid, Spain
[2] Arizona State Univ, Sch Engn Matter Transport & Energy, Tempe, AZ 85287 USA
来源：
IFAC PAPERSONLINE | 2015年 / 48卷 / 28期
关键词：
System identification; educational aids; interactive programs; signals; ARIMA models;
D O I：
10.1016/j.ifacol.2015.12.220
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
Knowledge 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. (C) 2015, IFAC (International Federation of Automatic Control) Hosting by Elsevier Ltd. All rights reserved.
引用
收藏
页码：751 / 756
页数：6
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