DocumentCode
2065750
Title
Determination of parameter estimation errors due to noise and undermodelling
Author
Knudsen, Morten
Author_Institution
Dept. of Control Eng., Aalborg Univ., Denmark
Volume
1
fYear
1996
fDate
1996
Firstpage
288
Abstract
A simple method for determination of the estimation error of physical parameters due to noise and undermodelling is developed. Two or more data sets with same input is required. Examples indicate that the method gives good results for linear and nonlinear models
Keywords
discrete time systems; measurement; measurement errors; parameter estimation; random noise; discrete time systems; linear models; measurement errors; noise; nonlinear models; parameter estimation errors; physical parameters; undermodelling; Control engineering; Error correction; Estimation error; Linear approximation; Measurement errors; Noise measurement; Noise robustness; Parameter estimation; System identification; Vectors;
fLanguage
English
Publisher
ieee
Conference_Titel
Instrumentation and Measurement Technology Conference, 1996. IMTC-96. Conference Proceedings. Quality Measurements: The Indispensable Bridge between Theory and Reality., IEEE
Conference_Location
Brussels
Print_ISBN
0-7803-3312-8
Type
conf
DOI
10.1109/IMTC.1996.507394
Filename
507394
Link To Document