Title :
A recursive nonblocking algorithm for sliding window semi-batch identification
Author :
Rotella, F. ; Zambettakis, I.
Author_Institution :
Lab. de Genie de Production, Ecole Nat. d´´Ingenieurs de Tarbes, France
Abstract :
To circumvent stops in recursive semi-batch identification algorithms due to initialization steps or non persistent excitations, a non blocking algorithm is proposed. This algorithm is based on the recursive calculus of the pseudo-inverse of a matrix from Albert and Sittler. The method developed in our paper allows, by an extension of their result, to consider at every step a set of new data
Keywords :
parameter estimation; recursive estimation; recursive functions; initialization steps; recursive calculus; recursive nonblocking algorithm; sliding window semi-batch identification; Algorithm design and analysis; Calculus; Equations; Least squares approximation; Length measurement; Linear regression; Linear systems; Production; Recursive estimation; Vectors;
Conference_Titel :
Decision and Control, 1999. Proceedings of the 38th IEEE Conference on
Conference_Location :
Phoenix, AZ
Print_ISBN :
0-7803-5250-5
DOI :
10.1109/CDC.1999.830918
