On useful redundancy in experiment design for nonlinear system identification

Title: On useful redundancy in experiment design for nonlinear system identification
Creator: Alamir, Mazen; Welsh, James S.; Goodwin, Graham C.
Relation: 47th IEEE Conference on Decision and Control (CDC 2008). Proceedings of the 47th IEEE Conference on Decision and Control (Cancun, Mexico 9-11 December, 2008) p. 5494-5499
Publisher Link: http://dx.doi.org/10.1109/CDC.2008.4738665
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
Resource Type: conference paper
Date: 2008
Description: In the paper, a formulation is proposed for optimal experiment design dedicated to the identification of nonlinear systems. In particular, a recently introduced redundancy property associated to dynamic systems related inverse problems is heavily exploited to guarantee global convergence. The paper considers general discrete-time nonlinear systems in which measurements are affected by bounded noise. An illustrative example is used to show the merits of the proposed approach.
Subject: experiment design; redundancy property; global convergence; nonlinear systems
Identifier: uon:6128
Identifier: http://hdl.handle.net/1959.13/802549
Identifier: ISBN:9781424431243
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