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A biased approach to nonlinear robust stability and performance with applications to adaptive control

French, Mark and Bian, Wenming (2012) A biased approach to nonlinear robust stability and performance with applications to adaptive control SIAM Journal on Control and Optimization, 50, (3), pp. 1220-1243.

Record type: Article

Abstract

The nonlinear robust stability theory of Georgiou and Smith [IEEE Trans. Automat. Control, 42 (1997), pp. 1200–1229] is generalized to the case of notions of stability with bias terms. An example from adaptive control illustrates nontrivial robust stability certificates for systems which the previous unbiased theory could not establish a nonzero robust stability margin. This treatment also shows that the bounded-input bounded-output robust stability results for adaptive controllers in French [IEEE Trans. Automat. Control, 53 (2008), pp. 461–478] can be refined to show preservation of biased forms of stability under gap perturbations. In the nonlinear setting, it also is shown that in contrast to linear time invariant systems, the problem of optimizing nominal performance is not equivalent to maximizing the robust stability margin.

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More information

Published date: 22 May 2012
Keywords: gap metric, robust stability, nonlinear systems, adaptive control
Organisations: Southampton Wireless Group

Identifiers

Local EPrints ID: 339659
URI: http://eprints.soton.ac.uk/id/eprint/339659
PURE UUID: 65c7dd07-577b-4395-a928-992b78ac811d

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Date deposited: 29 May 2012 09:23
Last modified: 01 Oct 2017 06:55

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Contributors

Author: Mark French
Author: Wenming Bian

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