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dc.contributor.authorPremaratne, U
dc.contributor.authorHalgamuge, S
dc.contributor.authorTan, Y
dc.contributor.authorMareels, IMY
dc.date.accessioned2020-06-30T01:28:47Z
dc.date.available2020-06-30T01:28:47Z
dc.date.issued2020-06
dc.identifier.citationPremaratne, U., Halgamuge, S., Tan, Y. & Mareels, I. M. Y. (2020). Extremum Seeking Control with Sporadic Packet Transmission for Networked Control Systems. IEEE Transactions on Control of Network Systems, 7 (2), pp.758-769. https://doi.org/10.1109/TCNS.2019.2940244.
dc.identifier.issn2325-5870
dc.identifier.urihttp://hdl.handle.net/11343/240986
dc.description.abstractExtremum Seeking Control (ESC) is a data-driven optimization technique that can steer a dynamic plant towards an extremum of an unknown but measurable, input to steady-state map. In the context of Networked Control Systems (NCS) a new implementation method for ESC inspired by the well known Luus-Jaakola algorithm is proposed. The main motivation is to minimize the communication burden associated with the search phase of ESC. In the proposed method the controller only requires a notification of a change registered at the sensor, rather than the full information available at the sensor. This event based approach leads to sporadic packet transmission. In addition the proposed method is able to directly account for constraints whilst seeking for the desired extremum. The constraints may be of the inequality or equality type. The algorithm's behavior is illustrated on a networked water pump control system.
dc.languageEnglish
dc.publisherIEEE
dc.titleExtremum Seeking Control with Sporadic Packet Transmission for Networked Control Systems
dc.typeJournal Article
dc.identifier.doi10.1109/TCNS.2019.2940244
melbourne.affiliation.departmentElectrical and Electronic Engineering
melbourne.affiliation.departmentMechanical Engineering
melbourne.source.titleIEEE Transactions on Control of Network Systems
melbourne.source.volume7
melbourne.source.issue2
melbourne.source.pages758-769
melbourne.identifier.arcLE120100117
melbourne.elementsid1417846
melbourne.contributor.authorHalgamuge, Saman
melbourne.contributor.authorTan, Ying
melbourne.contributor.authorMareels, Iven
dc.identifier.eissn2325-5870
melbourne.identifier.fundernameidMONASH UNIVERSITY, LE120100117
melbourne.accessrightsOpen Access


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