Title :
Frequency response identification using integrated bispectra — Periodic disturbances case
Author :
Glowka, Teresa ; Figwer, Jaroslaw
Author_Institution :
Inst. of Autom. Control, Silesian Univ. of Technol., Gliwice, Poland
Abstract :
In the paper an approach to discrete-time frequency response identification of a plant operating under feedback in the case of periodic disturbances is presented. In the presented approach to discrete-time frequency response identification integrated bispectra and higher-order non-gaussian multisine excitations are applied. A focus on almost sure convergence of the identified discrete-time frequency response to true plant is given. The presented discussion is illustrated by examples showing effectiveness of the proposed approach.
Keywords :
closed loop systems; discrete time systems; identification; discrete-time frequency response identification; higher-order non-Gaussian multisine excitations; integrated bispectra; periodic disturbance case; Closed loop systems; Data models; Frequency response; Frequency-domain analysis; Random processes; Spectral analysis; Transfer functions;
Conference_Titel :
Methods and Models in Automation and Robotics (MMAR), 2014 19th International Conference On
Conference_Location :
Miedzyzdroje
Print_ISBN :
978-1-4799-5082-9
DOI :
10.1109/MMAR.2014.6957373