DocumentCode
3006793
Title
Regions of parameter identifiability
Author
Herget, C.J.
Author_Institution
Iowa State University, Ames, Iowa
fYear
1974
fDate
20-22 Nov. 1974
Firstpage
444
Lastpage
445
Abstract
A procedure for computing explicit regions in the parameter space in which the Gauss-Newton method will converge to a unique solution is developed. The computed convergence regions are applicable in any control systems applications using the Gauss-Newton method. The uniqueness result is of value by itself because it is independent of the Gauss-Newton procedure and gives explicit regions of parameter identifiability. The main feature is the computational aspect which makes use of interval analysis.
Keywords
Convergence; Gaussian processes; Least squares methods; Newton method; Recursive estimation;
fLanguage
English
Publisher
ieee
Conference_Titel
Decision and Control including the 13th Symposium on Adaptive Processes, 1974 IEEE Conference on
Conference_Location
Phoenix, AZ, USA
Type
conf
DOI
10.1109/CDC.1974.270478
Filename
4045271
Link To Document