Title :
Multivarable System Identification by Pencil-of-Functions Method
Author :
Jain, Vijay K. ; Sarkar, Tapan K.
Abstract :
For a multi-input multi-output system we determine the transfer function matrix parameters from the recorded multivariable input and output data. The measured outputs may represent the responses obtained at multiple receivers from a scatterer, or they may be the responses of a network at several nodes. Because of the intrinsic nature of real physical systems the problem is cast as a common-mode (i.e., common denominator) identification problem. The transfer function matrix parameters are estimated using a digital signal processing technique, namely the pencil-of-functions method.
Keywords :
Information filtering; Information filters; Laplace equations; Least squares methods; MIMO; Pulse measurements; Signal processing algorithms; System identification; Testing; Transfer functions;
Journal_Title :
Instrumentation and Measurement, IEEE Transactions on
DOI :
10.1109/TIM.1985.4315402