General orthonormal bases for robust identification in H-infinity

Akcay H.

41st IEEE Conference on Decision and Control, Nevada, United States Of America, 10 - 13 December 2002, pp.2619-2624 identifier

  • Publication Type: Conference Paper / Full Text
  • City: Nevada
  • Country: United States Of America
  • Page Numbers: pp.2619-2624
  • Anadolu University Affiliated: No

Abstract

In this paper, the problem of system identification in H-infinity with general orthonormal basis functions is investigated. A two-stage algorithm is shown to be robust, provided that the number of basis elements as a function of the amount of data does not increase faster than O(N-2/5). Worst-case identification error bounds in the H-infinity norm are derived. The algorithm also works on nonuniformly spaced frequency response measurements.