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Worst-case system identification in H∞: validation of apriori information, essentially optimal algorithms, and error bounds
1992 Edition, June 1, 1992 - IEEE - Institute of Electrical and Electronics Engineers, Inc.

This paper is concerned with a particular control-oriented system identification problem recently considered by several authors. This problem has been referred to as the problem of worst-case system identification in Hin the...

Worst case system identification in H/sub /spl infin//: validation of a priori information, essentially optimal algorithms, and error bounds
1995 Edition, Volume 40, July 1, 1995 - IEEE - Institute of Electrical and Electronics Engineers, Inc.

Resolves several important open issues pertaining to a worst-case control-oriented system identification problem known as identification in H/sub /spl infin//. First, a method is presented for developing confidence that certain a priori...

On the time complexity of worst-case system identification
1994 Edition, Volume 39, May 1, 1994 - IEEE - Institute of Electrical and Electronics Engineers, Inc.

In this paper we treat a general worst-case system identification problem. This problem is worst-case with respect to both noise and system modeling uncertainty. We consider this problem under various a priori information...

Sample Complexity for Worst-Case System Identification Problems
1993 Edition, June 1, 1993 - IEEE - Institute of Electrical and Electronics Engineers, Inc.

In this paper we treat a general worst-case system identification problem. This problem is worst-case with respect to both noise and system modelling un-certainty. We consider this problem under various a priori information...

Input Design in Worst-Case System Identification Using Binary Sensors
2011 Edition, Volume 56, May 1, 2011 - IEEE - Institute of Electrical and Electronics Engineers, Inc.

This technical note addresses system identification using binary-valued sensors in a worst-case set-membership setting. The main contribution is the solution of the optimal input design problem for identification of scalar gains, which...

Worst Case System Identification in l 1 : Optimal Algorithms and Error Bounds
1991 Edition, June 1, 1991 - IEEE - Institute of Electrical and Electronics Engineers, Inc.

This paper analyzes worst case identification of linear shift invariant systems with an l1 error criterion. A characterization of optimal algorithms and intrinsic errors of identification is given. The...

Worst-case system identification in l/sub 1/: error bounds, optimal models and model reduction
1992 Edition, January 1, 1992 - IEEE - Institute of Electrical and Electronics Engineers, Inc.

In l/sub 1/-robust control design, model uncertainty can be handled if an upper bound on the l/sub 1/-norm of the model error is known. A procedure is developed which yields such an upper bound for a given nominal model, using measurement data and a priori...

Worst Case Identification of Continuous time Systems via Interpolation
1993 Edition, June 1, 1993 - IEEE - Institute of Electrical and Electronics Engineers, Inc.

We consider a worse case control oriented identification problem recently studied by several authors. This problem is one of the Hidentification in the continuous time setting. We give a less conservative formulation of this problem. The available...

Worst-case l/sub 1/ system identification using perturbed ARMA models
1993 Edition, May 1, 1993 - IEEE - Institute of Electrical and Electronics Engineers, Inc.

Worst case l/sub 1/ identification is aimed at identifying a system within a given class, using input-output measurements corrupted by l/sub /spl infin//-bounded noise, and measuring the estimation error according to the l/sub 1/-norm...

Worst-case/deterministic identification in H/sub infinity /: the continuous-time case
1992 Edition, Volume 37, May 1, 1992 - IEEE - Institute of Electrical and Electronics Engineers, Inc.

Results obtained by the authors (1991) worst-case/deterministic H/sub infinity / identification of discrete-time plants are extended to continuous-time plants. The problem involves identification of the transfer function of a stable...

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