A new frequency domain system identification method
Journal article, 2012

A new frequency domain system identification method based on a multi-frequency input signal is proposed. Frequency contents of the oscillating signal are estimated using a modified Kaczmarz algorithm proposed in this paper. Lyapunov stability analysis is performed for this new Kaczmarz algorithm and transient bounds for estimation error are established. Moreover, a new method for estimation of the variance of the measurement noise in Kaczmarz algorithms is also described. A comparison of a transient performance of modified Kaczmarz algorithm and a recursive least-squares algorithm is presented. The results are applied to a frequency domain identification of a DC motor.

Author

Alexander Stotsky

Chalmers, Signals and Systems, Systems and control, Automatic Control

Proceedings of the Institution of Mechanical Engineers. Part I: Journal of Systems and Control Engineering

0959-6518 (ISSN)

Vol. 226 1 111-125

Subject Categories

Computational Mathematics

Roots

Basic sciences

DOI

10.1177/0959651811406344

More information

Created

10/7/2017