Title :
A class of algorithms for identification in Hinfinity
Author :
Gu, Guoxiang ; Khargonekar, Pramod P.
Author_Institution :
Dept. of Electr. Eng., Louisiana State Univ., Baton Rouge, LA, USA
Abstract :
A class of algorithms for the problem of system identification in Hinfinity is investigated. These algorithms are characterized by a two-stage structure and involve a class of window functions. Some conditions in terms of properties of the window functions are derived, which guarantee robust convergence of the algorithms. Identification errors are analyzed for several common window functions. This leads to some insights into the trade-offs between the error induced by approximation and that due to noise.
Keywords :
identification; H∞ identification algorithms; robust convergence; two-stage structure; window functions; Algorithm design and analysis; Convergence; Discrete Fourier transforms; Error analysis; Frequency response; H infinity control; Jacobian matrices; Noise level; Noise robustness; Robust stability; System identification;
Conference_Titel :
Decision and Control, 1991., Proceedings of the 30th IEEE Conference on
Print_ISBN :
0-7803-0450-0
DOI :
10.1109/CDC.1991.261386
