Robustness-verification in networked control systems via sum-of-square approach
This paper discusses an approach for closed loop robustness evaluation of nonlinear networked control systems (NCSs). The continuous-time nonlinear multi-input plant is controlled via several predesigned nonlinear discrete-time controllers which are connected to the plant through a time-triggered co...
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creator | Tingli Su Longo, Stefano Jing Na Herrmann, G. Ningjun Fan |
description | This paper discusses an approach for closed loop robustness evaluation of nonlinear networked control systems (NCSs). The continuous-time nonlinear multi-input plant is controlled via several predesigned nonlinear discrete-time controllers which are connected to the plant through a time-triggered communication network. In particular, the communication scheduling for the actuator signals are considered. Input-multiplicative uncertainty is investigated using an l 2 -gain approach. For this, an overall model of the closed-loop system is derived. The plant is discretized using a Lie-algebraic approach, while a model of the communication network and the actuator uncertainty is augmented to the discrete plant. A lifting approach allows for nonlinear Lyapunov based l 2 -gain computation using a Sum-of-Square (SOS) optimization. A numerical example shows the effectiveness of the approach. |
doi_str_mv | 10.1109/ISIE.2012.6237374 |
format | Conference Proceeding |
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The continuous-time nonlinear multi-input plant is controlled via several predesigned nonlinear discrete-time controllers which are connected to the plant through a time-triggered communication network. In particular, the communication scheduling for the actuator signals are considered. Input-multiplicative uncertainty is investigated using an l 2 -gain approach. For this, an overall model of the closed-loop system is derived. The plant is discretized using a Lie-algebraic approach, while a model of the communication network and the actuator uncertainty is augmented to the discrete plant. A lifting approach allows for nonlinear Lyapunov based l 2 -gain computation using a Sum-of-Square (SOS) optimization. A numerical example shows the effectiveness of the approach.</description><identifier>ISSN: 2163-5137</identifier><identifier>ISBN: 9781467301596</identifier><identifier>ISBN: 1467301590</identifier><identifier>EISBN: 1467301582</identifier><identifier>EISBN: 9781467301589</identifier><identifier>EISBN: 1467301574</identifier><identifier>EISBN: 9781467301572</identifier><identifier>DOI: 10.1109/ISIE.2012.6237374</identifier><language>eng</language><publisher>IEEE</publisher><subject>Actuators ; Numerical models ; Optimization ; Polynomials ; Robustness ; Taylor series ; Uncertainty</subject><ispartof>2012 IEEE International Symposium on Industrial Electronics, 2012, p.1852-1857</ispartof><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://ieeexplore.ieee.org/document/6237374$$EHTML$$P50$$Gieee$$H</linktohtml><link.rule.ids>309,310,780,784,789,790,2056,27924,54919</link.rule.ids><linktorsrc>$$Uhttps://ieeexplore.ieee.org/document/6237374$$EView_record_in_IEEE$$FView_record_in_$$GIEEE</linktorsrc></links><search><creatorcontrib>Tingli Su</creatorcontrib><creatorcontrib>Longo, Stefano</creatorcontrib><creatorcontrib>Jing Na</creatorcontrib><creatorcontrib>Herrmann, G.</creatorcontrib><creatorcontrib>Ningjun Fan</creatorcontrib><title>Robustness-verification in networked control systems via sum-of-square approach</title><title>2012 IEEE International Symposium on Industrial Electronics</title><addtitle>ISIE</addtitle><description>This paper discusses an approach for closed loop robustness evaluation of nonlinear networked control systems (NCSs). The continuous-time nonlinear multi-input plant is controlled via several predesigned nonlinear discrete-time controllers which are connected to the plant through a time-triggered communication network. In particular, the communication scheduling for the actuator signals are considered. Input-multiplicative uncertainty is investigated using an l 2 -gain approach. For this, an overall model of the closed-loop system is derived. The plant is discretized using a Lie-algebraic approach, while a model of the communication network and the actuator uncertainty is augmented to the discrete plant. A lifting approach allows for nonlinear Lyapunov based l 2 -gain computation using a Sum-of-Square (SOS) optimization. A numerical example shows the effectiveness of the approach.</description><subject>Actuators</subject><subject>Numerical models</subject><subject>Optimization</subject><subject>Polynomials</subject><subject>Robustness</subject><subject>Taylor series</subject><subject>Uncertainty</subject><issn>2163-5137</issn><isbn>9781467301596</isbn><isbn>1467301590</isbn><isbn>1467301582</isbn><isbn>9781467301589</isbn><isbn>1467301574</isbn><isbn>9781467301572</isbn><fulltext>true</fulltext><rsrctype>conference_proceeding</rsrctype><creationdate>2012</creationdate><recordtype>conference_proceeding</recordtype><sourceid>6IE</sourceid><sourceid>RIE</sourceid><recordid>eNo1kMtKQzEURSMqWGs_QJzkB1LzunkMpVQtFAraecnjBIPtTU1uK_17Betos9ZgDTZC94xOGaP2cfG-mE85ZXyquNBCywt0y6TSgrLO8Es0sdr8s1VXaMSZEqRjQt-gSWvZU0aVlr92hFZvxR_a0ENr5Ag1pxzckEuPc497GL5L_YSIQ-mHWra4ndoAu4aP2eF22JGSSPs6uArY7fe1uPBxh66T2zaYnHeM1s_z9eyVLFcvi9nTkmRLB2INo0H56GiMEkzSiSlLeYo-JO9sp1wH0lDtuIAQOumjMjF6L6WQQRkuxujhL5sBYLOveefqaXO-Q_wALFlTyg</recordid><startdate>201205</startdate><enddate>201205</enddate><creator>Tingli Su</creator><creator>Longo, Stefano</creator><creator>Jing Na</creator><creator>Herrmann, G.</creator><creator>Ningjun Fan</creator><general>IEEE</general><scope>6IE</scope><scope>6IL</scope><scope>CBEJK</scope><scope>RIE</scope><scope>RIL</scope></search><sort><creationdate>201205</creationdate><title>Robustness-verification in networked control systems via sum-of-square approach</title><author>Tingli Su ; Longo, Stefano ; Jing Na ; Herrmann, G. ; Ningjun Fan</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-i90t-9810c6bda0dd4e8f7f16902fdbcfba956a5e4807a23ecc54bd68ddbb4434c6823</frbrgroupid><rsrctype>conference_proceedings</rsrctype><prefilter>conference_proceedings</prefilter><language>eng</language><creationdate>2012</creationdate><topic>Actuators</topic><topic>Numerical models</topic><topic>Optimization</topic><topic>Polynomials</topic><topic>Robustness</topic><topic>Taylor series</topic><topic>Uncertainty</topic><toplevel>online_resources</toplevel><creatorcontrib>Tingli Su</creatorcontrib><creatorcontrib>Longo, Stefano</creatorcontrib><creatorcontrib>Jing Na</creatorcontrib><creatorcontrib>Herrmann, G.</creatorcontrib><creatorcontrib>Ningjun Fan</creatorcontrib><collection>IEEE Electronic Library (IEL) Conference Proceedings</collection><collection>IEEE Proceedings Order Plan All Online (POP All Online) 1998-present by volume</collection><collection>IEEE Xplore All Conference Proceedings</collection><collection>IEEE Electronic Library (IEL)</collection><collection>IEEE Proceedings Order Plans (POP All) 1998-Present</collection></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Tingli Su</au><au>Longo, Stefano</au><au>Jing Na</au><au>Herrmann, G.</au><au>Ningjun Fan</au><format>book</format><genre>proceeding</genre><ristype>CONF</ristype><atitle>Robustness-verification in networked control systems via sum-of-square approach</atitle><btitle>2012 IEEE International Symposium on Industrial Electronics</btitle><stitle>ISIE</stitle><date>2012-05</date><risdate>2012</risdate><spage>1852</spage><epage>1857</epage><pages>1852-1857</pages><issn>2163-5137</issn><isbn>9781467301596</isbn><isbn>1467301590</isbn><eisbn>1467301582</eisbn><eisbn>9781467301589</eisbn><eisbn>1467301574</eisbn><eisbn>9781467301572</eisbn><abstract>This paper discusses an approach for closed loop robustness evaluation of nonlinear networked control systems (NCSs). The continuous-time nonlinear multi-input plant is controlled via several predesigned nonlinear discrete-time controllers which are connected to the plant through a time-triggered communication network. In particular, the communication scheduling for the actuator signals are considered. Input-multiplicative uncertainty is investigated using an l 2 -gain approach. For this, an overall model of the closed-loop system is derived. The plant is discretized using a Lie-algebraic approach, while a model of the communication network and the actuator uncertainty is augmented to the discrete plant. A lifting approach allows for nonlinear Lyapunov based l 2 -gain computation using a Sum-of-Square (SOS) optimization. A numerical example shows the effectiveness of the approach.</abstract><pub>IEEE</pub><doi>10.1109/ISIE.2012.6237374</doi><tpages>6</tpages></addata></record> |
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subjects | Actuators Numerical models Optimization Polynomials Robustness Taylor series Uncertainty |
title | Robustness-verification in networked control systems via sum-of-square approach |
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