Title :
Total least squares and constrained least squares applied to frequency domain system identification
Author :
Young, William R. ; Irwin, Dennis
Author_Institution :
Dept. of Electr. & Comput. Eng., Ohio Univ., Athens, OH, USA
Abstract :
Total-least-squares and constrained-least-squares methods are applied to the Transfer Function Determination Code (TFDC). TFDC is a frequency domain system identification code for determining the SISO input-output transfer function of a system from experimentally derived frequency response data. TFDC is modified to implement a total-least-squares solution, to employ a solution to the combined least-squares/total-least-squares problem, and to apply constrained least squares to ensure quadrantal symmetry of the poles and zeros. Results of applying each method to an example system are presented and compared
Keywords :
frequency response; frequency-domain analysis; identification; least squares approximations; poles and zeros; transfer functions; Transfer Function Determination Code; constrained least squares; frequency domain system identification; frequency response; input-output transfer function; poles; total-least-squares solution; zeros; Equations; Frequency domain analysis; Frequency response; Least squares approximation; Least squares methods; Linear systems; Matrix decomposition; System identification; Transfer functions; Vectors;
Conference_Titel :
System Theory, 1993. Proceedings SSST '93., Twenty-Fifth Southeastern Symposium on
Conference_Location :
Tuscaloosa, AL
Print_ISBN :
0-8186-3560-6
DOI :
10.1109/SSST.1993.522787