13. Basic Choices in System Identification

  1. Rik Pintelon and
  2. Johan Schoukens

Published Online: 13 APR 2012

DOI: 10.1002/9781118287422.ch13

System Identification: A Frequency Domain Approach, Second Edition

System Identification: A Frequency Domain Approach, Second Edition

How to Cite

Pintelon, R. and Schoukens, J. (2012) Basic Choices in System Identification, in System Identification: A Frequency Domain Approach, Second Edition, John Wiley & Sons, Inc., Hoboken, NJ, USA. doi: 10.1002/9781118287422.ch13

Publication History

  1. Published Online: 13 APR 2012
  2. Published Print: 19 MAR 2012

ISBN Information

Print ISBN: 9780470640371

Online ISBN: 9781118287422

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Keywords:

  • system identification;
  • intersample assumption;
  • nonparametric noise models;
  • time and frequency domain;
  • identified model

Summary

This chapter contains sections titled:

  • Introduction

  • Intersample Assumptions: Facts

  • The Intersample Assumption: Appreciation of the Facts

  • Nonparametric Noise Models: Facts

  • Nonparametric Noise Models: Detailed Discussion and Appreciation of the Facts

  • Periodic Excitations: Facts

  • Periodic Excitations: Detailed Discussion and Appreciation of the Facts

  • Periodic versus Random Excitations: User Aspects

  • Time and Frequency Domain Identification

  • Time and Frequency Domain Identification: Equivalences

  • Time and Frequency Domain Identification: Differences

  • Imposing Constraints on the Identified Model

  • Conclusions

  • Exercises