DOI QR코드

DOI QR Code

A Frequency Transfer Function Synthesis of QFT Using Total Least Squares Method

완전최소자승법을 이용한 QFT의 주파수 전달함수 합성법

  • 김주식 (충북대학교 전기전자 및 컴퓨터공학부 및 컴퓨터 정보통신 연구소) ;
  • 이상혁 (부산대학교 전자전기정보컴퓨터공학부)
  • Published : 2002.08.01

Abstract

The essential philosophy of the QFT(Quantitative Feedback Theory) is that a suitable controller can be found by loop shaping a nominal loop transfer function such that the frequency response of this function does not violate the QFT bounds. The loop shaping synthesis involves the identification of a structure and its specialization by means of the parameter optimization. This paper presents an optimization algorithm to estimate the controller parameters from the frequency transfer function synthesis using the TLS(Total Least Squares) in the QFT loop shaping procedure. The proposed method identifies the parameter vector of the robust controller from an overdetermined linear system developed from rearranging the two dimensional system matrices and output vectors obtained from the QFT bounds. The feasibility of the suggested algorithm is illustrated with an example.

Keywords

References

  1. I. M. Horowitz, 'Survey of quantitative feedback theory(QFT)', Int. J. Control, vol. 53, no. 2, pp. 255-291, 1991 https://doi.org/10.1080/00207179108953619
  2. I. M. Horowitz, 'Quantitative feedback design theory(QFT),' QFT Pub., 1993
  3. C. H. Houpis and S. J. Rasmussen, 'Quantitative feedback theory: Fundamentals and applications,' Marcel Dekker Inc., 1999
  4. 김주식, 이상혁, 유정웅, 'GA를 이용한 개선된 루프형성법을 갖는 QFT 설계방법,' 대한전기학회논문지, 제48A권, 제8호, pp. 972-979, 1999
  5. C. Borghesani, Y. Chait, and O. Yaniv, 'Quantitative feedback theory toolbox user manual,' The MATH WORKS Inc., 1995
  6. W. H. Chen, D. J. Ballance, W. Feng, and Y. Li, 'Genetic algorithm enabled computer-automated design of QFT control systems,' Proc. of the 1999 IEEE ISCACSD, pp. 492-497, 1999 https://doi.org/10.1109/CACSD.1999.808697
  7. A. H. Whitfield, 'Transfer function synthesis using frequency response data,' Int. J. Control, vol. 43, pp. 1413-1426, 1986 https://doi.org/10.1080/00207178608933548
  8. R. Pintelon, P. Guillaume, Y. Rolain, J. Schoukens, and H. Van hamme, 'Parametric identification of transfer functions in the frequency domain - A survey,' IEEE Trans. on Automatic Control, vol. 39, no. 11, pp. 2245-2260, 1994 https://doi.org/10.1109/9.333769
  9. S. Van Huffel and J. Vandewalle, 'The total least squares problem computational aspects and analysis,' SIAM, 1991
  10. T. K. Moon and W. C. Stirling, 'Mathematical methods and algorithms for signal processing,' Prentice Hall, 2000