Browse > Article

Stability Evaluation for Estimated Impulse Response with a Feedforward Adaptive Control System  

Oh, Kyung-Hee (Tongmyung College)
Lee, Yoo-Hyun (Pukyong Notional University)
Kim, Chun-Duck (Pukyong Notional University)
Abstract
This paper describes a new method of stability evaluation for an estimated impulse response of a plant. It is difficult for the conventional stability evaluation equation to be used in an adaptive feedforward control system which uses an immeasurable acoustic transfer system of a real plant, because the equation requires an exact true impulse response of the plant. Therefore, the usefulness of the conventional equation is limited in a computer simulation. The proposed method is applicable to not only a computer simulation but also a real feedforward adaptive control system. It is found that the system is stable when the value of misadjustment is below -10 dB through computer simulations and experiments. And also, it is proved that the error signal is stable through the verification using filtered reference and filtered error LMS methods.
Keywords
Stability evalution; Feedforward adaptive control system; Adaptive control system;
Citations & Related Records
연도 인용수 순위
  • Reference
1 S. J. Elliott, 'Filtered Reference and Filtered Error LMS Algorithms for Adaptive Feedforward Control,' Academic Press, 1998
2 B. Widrow and S. D. Stearns, 'Adaptive Signal Processing,' Englewood Cliffs, NJ : Prentice Hall, 1985
3 W. Ren and P. R. Kumar, 'Adaptive active noise control: structures, algorithms and convergences analysis,' Processing of Inter-Noise 89, 435-440, 1989
4 S. Haykin, 'Adaptive filter Theory,' Englewood Cliffs, NJ : Prentice Hall, 1986
5 S. J. Elliot, 'A multiple error LMS algorithm and its appli-cation to the active control of sound and vibration,' IEEE Trans. on Acoustics, Speech, and Signal Processing, ASSP-35 (10), 1987
6 J. B. Allen and L. R. Robiner, "Unbiased spectral estimation and system identification using short-time spectral analysis methods," THE BELL SYSTEM TECHNICAL JOURNAL, 58(8), 1743-1761, 1979   DOI