Performance Bounds for Optimal Feedback Control in Networks

Simple item page
dc.contributor.authorSummers, Tyler H.
dc.contributor.authorRuths, Justin
dc.contributor.utdAuthorSummers, Tyler H.
dc.contributor.utdAuthorRuths, Justin
dc.date.accessioned2019-09-27T16:01:55Z
dc.date.available2019-09-27T16:01:55Z
dc.date.created2018-06-27
dc.descriptionFull text access from Treasures at UT Dallas is restricted to current UTD affiliates (use the provided Link to Article).
dc.description.abstractMany important complex networks, including critical infrastructure and emerging industrial automation systems, are becoming increasingly intricate webs of interacting feedback control loops. A fundamental concern is to quantify the control properties and performance limitations of the network as a function of its dynamical structure and control architecture. We study performance bounds for networks in terms of optimal feedback control costs. We provide a set of complementary bounds as a function of the system dynamics and actuator structure. For unstable network dynamics, we characterize a tradeoff between feedback control performance and the number of control inputs, in particular showing that optimal cost can increase exponentially with the size of the network. We also derive a bound on the performance of the worst-case actuator subset for stable networks, providing insight into dynamics properties that affect the potential efficacy of actuator selection. We illustrate our results with numerical experiments that analyze performance in regular and random networks. ©2018 AACC.
dc.description.departmentErik Jonsson School of Engineering and Computer Science
dc.description.sponsorshipArmy Research Office under Grant Number: W911NF-17-1-0058.
dc.identifier.bibliographicCitationSummers, T., and J. Ruths. 2018. "Performance bounds for optimal feedback control in networks." Proceedings of the 2018 Annual American Control Conference: 203-209, doi: 10.23919/ACC.2018.8431774
dc.identifier.issn07431619; 9781538654286 (ISBN)
dc.identifier.urihttps://hdl.handle.net/10735.1/6916
dc.language.isoen
dc.publisherInstitute of Electrical and Electronics Engineers Inc.
dc.relation.isPartOfProceedings of the 2018 Annual American Control Conference
dc.relation.urihttp://dx.doi.org/10.23919/ACC.2018.8431774
dc.rights©2018 AACC
dc.subjectActuators
dc.subjectFeedback control systems
dc.subjectEigenvalues
dc.subjectEigenfunctions
dc.subjectFeedback control systems
dc.titlePerformance Bounds for Optimal Feedback Control in Networks
dc.type.genrearticle

Files

Original bundle

Now showing 1 - 1 of 1
Thumbnail Image
Name:
JECS-6604-260169.64-LINK.pdf
Size:
164.12 KB
Format:
Adobe Portable Document Format
Description:
Link to Article
Download

Collections

Ruths, Justin
Summers, Tyler H.