TY - GEN
T1 - Model identification using quantized data - A disturbance-free case
AU - Figwer, Jarosław
PY - 2012
Y1 - 2012
N2 - In the paper an approach to discrete-time frequency response as well as the corresponding parametric model identification using deterministic discrete-time multisine excitations and quantized plant output is presented. A focus on model identification in the case of disturbance-free plant output and output signal level comparable with data acquisition system accuracy is given. Convergence of the identified model to true plant is discussed. The presented discussion is illustrated by an example showing properties of the presented approach.
AB - In the paper an approach to discrete-time frequency response as well as the corresponding parametric model identification using deterministic discrete-time multisine excitations and quantized plant output is presented. A focus on model identification in the case of disturbance-free plant output and output signal level comparable with data acquisition system accuracy is given. Convergence of the identified model to true plant is discussed. The presented discussion is illustrated by an example showing properties of the presented approach.
UR - https://www.scopus.com/pages/publications/84870980720
U2 - 10.1109/MMAR.2012.6347881
DO - 10.1109/MMAR.2012.6347881
M3 - Conference contribution
AN - SCOPUS:84870980720
SN - 9781467321211
T3 - 2012 17th International Conference on Methods and Models in Automation and Robotics, MMAR 2012
SP - 240
EP - 243
BT - 2012 17th International Conference on Methods and Models in Automation and Robotics, MMAR 2012
T2 - 2012 17th International Conference on Methods and Models in Automation and Robotics, MMAR 2012
Y2 - 27 August 2012 through 30 August 2012
ER -