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A Least Squares, Frequency Domain Approach to Multivariable System Identification

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2 Author(s)
Hardin, Alan ; Texas Instruments, Johnson City, Tennessee ; Sims, Craig S.

Earlier work on using a digital computer to automate system identification using Bode plots is updated in several respects. First, a matrix of transfer functions is considered, each of which is the product of a ratio of polynomials and a pure delay term. Second, it is seen that a modern recursive least-squares approach may be applied to the problem. The inclusion of a delay term brings about considerably more applicability to the modeling of processes.

Published in:

American Control Conference, 1983

Date of Conference:

22-24 June 1983