Explicit method for parameter identification

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Abstract

Parameter identification of dynamical systems through a new method that treats the unknown parameters as time dependent is reported. With appropriate observational data, the unknown system parameters are guided from an arbitrary initial condition to their true value at a final time. An explicit equation describing the time evolution of the parameters is obtained by minimizing the error along the trajectory. The method leads to an iterative algorithm, which is described in detail. Numerical results with the method indicate that accurate estimates of the unknown parameters can be obtained.

Original languageEnglish (US)
Pages (from-to)486-491
Number of pages6
JournalJournal of Guidance, Control, and Dynamics
Volume20
Issue number3
DOIs
StatePublished - 1997

All Science Journal Classification (ASJC) codes

  • Control and Systems Engineering
  • Aerospace Engineering
  • Space and Planetary Science
  • Electrical and Electronic Engineering
  • Applied Mathematics

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