DocumentCode
795753
Title
Identification of linear discrete time systems using the instrumental variable method
Author
Wong, Kwan Y. ; Polak, Elijah
Author_Institution
IBM Research Laboratory, San Jose, CA, USA
Volume
12
Issue
6
fYear
1967
fDate
12/1/1967 12:00:00 AM
Firstpage
707
Lastpage
718
Abstract
This paper explores the possibility of using the instrumental variable method to estimate the parameters of linear time-invariant discrete-time systems. The existence of optimal estimates is established, methods for their approximate computation are given, and an on-line identification scheme based on recursive computation is proposed. Experimental results are included.
Keywords
Linear systems, time-invariant discrete-time; Parameter estimation; Parameter identification; Control engineering; Difference equations; Discrete time systems; Instruments; Laboratories; NASA; Parameter estimation; Recursive estimation; Yield estimation;
fLanguage
English
Journal_Title
Automatic Control, IEEE Transactions on
Publisher
ieee
ISSN
0018-9286
Type
jour
DOI
10.1109/TAC.1967.1098734
Filename
1098734
Link To Document