Estimation and LQG control over unreliable network with acknowledgment randomly lost

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dc.contributor.authorLin, H.
dc.contributor.authorSu, H.
dc.contributor.authorShi, P.
dc.contributor.authorLu, R.
dc.contributor.authorWu, Z.
dc.date.issued2017
dc.description.abstractIn this paper, we study the state estimation and optimal control [i.e., linear quadratic Gaussian (LQG) control] problems for networked control systems in which control inputs, observations, and packet acknowledgments (ACKs) are randomly lost. The packet ACK is a signal that is transmitted from the actuator to notice the estimator the occurrence of control packet loss. For such systems, we obtain the optimal estimator, which is consisted of exponentially increasing terms. For the solvability of the LQG problem, we come to a conclusion that in general even the optimal LQG control exists, it is impossible and unnecessary to be obtained as its calculation is not only technically difficult but also computationally prohibitive. This issue motivates us to design a suboptimal LQG controller for the underlying systems. We first develop a suboptimal estimator by using the estimator gain in each term of the optimal estimator. Then we derive a suboptimal LQG controller and establish the conditions for stability of the closed-loop systems. Examples are given to illustrate the effectiveness and advantages of the proposed design scheme.
dc.description.statementofresponsibilityHong Lin, Hongye Su, Peng Shi, Renquan Lu, Zheng-Guang Wu
dc.identifier.citationIEEE Transactions on Cybernetics, 2017; 47(12):4074-4085
dc.identifier.doi10.1109/TCYB.2016.2597259
dc.identifier.issn2168-2267
dc.identifier.issn2168-2275
dc.identifier.orcidShi, P. [0000-0001-6295-0405] [0000-0001-8218-586X] [0000-0002-0864-552X] [0000-0002-1358-2367] [0000-0002-5312-5435]
dc.identifier.urihttp://hdl.handle.net/2440/110981
dc.language.isoen
dc.publisherIEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
dc.relation.grant61573112
dc.relation.grantU1509217
dc.relation.grant61304072
dc.relation.granthttp://purl.org/au-research/grants/arc/DP140102180
dc.relation.granthttp://purl.org/au-research/grants/arc/LP140100471
dc.relation.grantR1100716
dc.relation.grantLR16F030001
dc.rights© 2016 IEEE. Personal use is permitted, but republication/redistribution requires IEEE permission.
dc.source.urihttps://doi.org/10.1109/tcyb.2016.2597259
dc.subjectLinear quadratic Gaussian (LQG); networked control systems (NCSs); optimal estimation and control; packet loss; Quasi-TCP-like system
dc.titleEstimation and LQG control over unreliable network with acknowledgment randomly lost
dc.typeJournal article
pubs.publication-statusPublished

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