Flight vehicle system identification : a time-domain methodology

This book offers a systematic approach to flight vehicle system identification and covers the time-domain methodology. It addresses theoretical and practical aspects of parameter estimation methods, including those in the stochastic framework focusing on nonlinear models, cost function, optimization...

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Bibliographic Details
Main Author Jategaonkar, Ravindra V. (Author)
Format Electronic eBook
LanguageEnglish
Published Reston, VA : American Institute of Aeronautics and Astronautics, Inc., [2015]
EditionSecond edition.
SeriesProgress in astronautics and aeronautics ; v. 245.
Subjects
Aerodynamics > Mathematical models.
Aeronautics > Mathematical models.
System identification.
Time-domain analysis.
elektronické knihy
electronic books
Online AccessFull text
ISBN9781523100804
152310080X
9781624102790
1624102794
9781624102783
1624102786
Physical Description1 online resource (xviii, 627 pages) : illustrations

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Table of Contents:
  • Introduction
  • Data gathering
  • Model postulates and simulation
  • Output-error method
  • Filter-error method
  • Equation-error methods
  • Recursive parameter estimation
  • Artificial neural networks
  • Unstable aircraft identification
  • Data compatibility check
  • Model validation
  • Selected advanced examples.

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