Title :
Interval identification of linear systems with bounded errors in both input and output variables
Author :
Sotirov, G. ; Shafai, B.
Author_Institution :
Dept. of Process Control, Tech. Univ., Sofia, Bulgaria
Abstract :
An approach for evaluating upper and lower bounds of the parameters of linear systems is proposed to handle the case when the input and output disturbances are unknown but bounded. The authors consider the concept of interval identification as a process of constructing interval models and estimating unknown plant parameters in the form of closed intervals from experimental data. They not only include the usual additive disturbance, but also include disturbance in the input matrix
Keywords :
linear systems; parameter estimation; additive disturbance; bounded errors; input matrix; interval identification; interval models; linear systems; lower bounds; upper bounds; Analytical models; Context modeling; Equations; Error correction; Linear systems; Noise measurement; Parameter estimation; Process control; System identification; Vectors;
Conference_Titel :
Decision and Control, 1991., Proceedings of the 30th IEEE Conference on
Conference_Location :
Brighton
Print_ISBN :
0-7803-0450-0
DOI :
10.1109/CDC.1991.261389