TWiki> ECE Web>Courses>ECE553 (revision 1)EditAttach
  ECE 553 - System Identification

Description: Credit 4. On-line and off-line identification of control systems in frequency and time domain, considering noise effects, nonlinearities, nonstationarities and distributed parameters.

Prerequisite: ECE 550

Textbooks: "Identification of Systems", D. Graupe, 2nd Ed., Krieger Publishing Co.,

Reference: "Dynamic System Identification", G.C. Goodwyn & R.L. Payne, Academic Press, 1977.


  • Preliminaries & model structures identification via special inputs
  • Frequency domain methods
  • Step and pulse response methods of high order systems
  • Identification by pseudo random inputs
  • Nonlinear systems: volterra series
  • Linear & nonlinear time domain identification via batch and sequential least squares
  • Gradient and sequential gradient
  • Heuristic methods for nonlinear systems
  • Quazilinearization (discrete & continuous)
  • Invariant imbedding for linear & NL systems
  • Distributed parameters system identification
  • Non stationary system identification
  • System-performance sensitivity to identification errors
  • Edit | Attach | Print version | History: r2 < r1 | Backlinks | Raw View | Raw edit | More topic actions...
    Topic revision: r1 - 2010-07-01 - 00:24:17 - Main.tmatthes
    Copyright 2016 The Board of Trustees
    of the University of
    Helping Women Faculty Advance
    Funded by NSF