• DocumentCode
    68532
  • Title

    Learning and Understanding System Stability Using Illustrative Dynamic Texture Examples

  • Author

    Huaping Liu ; Wei Xiao ; Hongyan Zhao ; Fuchun Sun

  • Author_Institution
    Dept. of Comput. Sci. & Technol., Tsinghua Univ., Beijing, China
  • Volume
    57
  • Issue
    1
  • fYear
    2014
  • fDate
    Feb. 2014
  • Firstpage
    4
  • Lastpage
    11
  • Abstract
    System stability is a basic concept in courses on dynamic system analysis and control for undergraduate students with computer science backgrounds. Typically, this was taught using a simple simulation example of an inverted pendulum. Unfortunately, many difficult issues arise in the learning and understanding of the concepts of stability, instability, and marginal stability. Instead, the authors use an example from dynamic texture, a topic with which undergraduate students with computer science backgrounds are both familiar and comfortable. This example provides the opportunity for students with no access to mechanical or electronic equipment to learn system stability. In addition, the designed project also allows students to improve their knowledge in several fields, such as discrete-time dynamic system analysis, parameter identification of state-space models, and MATLAB programming. The assessment by students reveals that this project is interesting and useful for their studies.
  • Keywords
    computer science education; control engineering education; discrete time systems; educational courses; parameter estimation; stability; state-space methods; MATLAB programming; computer science backgrounds; control courses; designed project; discrete-time dynamic system analysis; dynamic system analysis courses; illustrative dynamic texture examples; instability; inverted pendulum; marginal stability; parameter identification; state-space models; system stability; undergraduate students; Control systems education; discrete-time; dynamic texture; linear dynamic systems; stability; system identification;
  • fLanguage
    English
  • Journal_Title
    Education, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9359
  • Type

    jour

  • DOI
    10.1109/TE.2013.2262684
  • Filename
    6517518