Title :
Continuous-time errors-in-variables system identification through covariance matching without input signal modeling
Author :
Mossberg, Magnus ; Söderström, Torsten
Author_Institution :
Dept. of Phys. & Electr. Eng., Karlstad Univ., Karlstad, Sweden
Abstract :
The continuous-time errors-in-variables system identification problem is studied. The proposed solution is to use a covariance matching approach in which the input signal is not modeled, allowing for general types of input signals. As a consequence, no input signal parameters have to be estimated.
Keywords :
continuous time systems; identification; matrix algebra; continuous-time errors-in-variables system identification; covariance matching; Equations; Error correction; Impedance matching; Noise measurement; Parameter estimation; Sampling methods; Signal processing; Stochastic processes; System identification; White noise;
Conference_Titel :
American Control Conference, 2009. ACC '09.
Conference_Location :
St. Louis, MO
Print_ISBN :
978-1-4244-4523-3
Electronic_ISBN :
0743-1619
DOI :
10.1109/ACC.2009.5160463