Nonlinear observer design for discrete MIMO systems with unknown time delay

Jing Na*, Guido Herrmann, Xuemei Ren, Phil Barber

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

8 Citations (Scopus)

Abstract

This paper proposes an adaptive observer for discrete MIMO systems with unknown dynamics and time-delay. The case that the system output equation has time-delay and nonlinearities is also studied. The delayed states in the system are with a nonlinear form and only the estimated delay is utilized. By using a high-order neural network (HONN), the precise system model, and the Lipschitz or norm-boundedness assumption of unknown nonlinearities are not required. A novel converse Lyapunov Lemma is also developed to prove the uniform ultimate boundedness (UUB) of the proposed observer. Applicability of the presented scheme is verified by simulation.

Original languageEnglish
Title of host publicationProceedings of the 48th IEEE Conference on Decision and Control held jointly with 2009 28th Chinese Control Conference, CDC/CCC 2009
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages6137-6142
Number of pages6
ISBN (Print)9781424438716
DOIs
Publication statusPublished - 2009
Event48th IEEE Conference on Decision and Control held jointly with 2009 28th Chinese Control Conference, CDC/CCC 2009 - Shanghai, China
Duration: 15 Dec 200918 Dec 2009

Publication series

NameProceedings of the IEEE Conference on Decision and Control
ISSN (Print)0743-1546
ISSN (Electronic)2576-2370

Conference

Conference48th IEEE Conference on Decision and Control held jointly with 2009 28th Chinese Control Conference, CDC/CCC 2009
Country/TerritoryChina
CityShanghai
Period15/12/0918/12/09

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