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A novel control scheme for a class of nonlinear systems with time delays based on fuzzy hyperbolic model
This paper concerns the problem of mixed H 2 /H infin control of a class of nonlinear continuous-time systems with time delays, which can be represented by a delayed fuzzy hyperbolic model (DFHM). The main advantage of using DFHM over T-S fuzzy model is that no premise structure identification is ne...
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creator | Jun Yang Huaguang Zhang Derong Liu |
description | This paper concerns the problem of mixed H 2 /H infin control of a class of nonlinear continuous-time systems with time delays, which can be represented by a delayed fuzzy hyperbolic model (DFHM). The main advantage of using DFHM over T-S fuzzy model is that no premise structure identification is needed and no completeness design of premise variables space is needed. In addition, a DFHM is not only a kind of valid global description but also a kind of nonlinear model essentially. Based on delay-independent Lyapunov functional approach, some sufficient conditions for the existence of such a DFHM-based mixed H 2 /H infin controller are provided, which are given in terms of the feasibility of a set of linear matrix inequalities (LMIs). Simulation results show the validity of the proposed method. |
doi_str_mv | 10.1109/FUZZY.2009.5277350 |
format | conference_proceeding |
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The main advantage of using DFHM over T-S fuzzy model is that no premise structure identification is needed and no completeness design of premise variables space is needed. In addition, a DFHM is not only a kind of valid global description but also a kind of nonlinear model essentially. Based on delay-independent Lyapunov functional approach, some sufficient conditions for the existence of such a DFHM-based mixed H 2 /H infin controller are provided, which are given in terms of the feasibility of a set of linear matrix inequalities (LMIs). Simulation results show the validity of the proposed method.</description><identifier>ISSN: 1098-7584</identifier><identifier>ISBN: 9781424435968</identifier><identifier>ISBN: 142443596X</identifier><identifier>EISBN: 9781424435975</identifier><identifier>EISBN: 1424435978</identifier><identifier>DOI: 10.1109/FUZZY.2009.5277350</identifier><language>eng</language><publisher>IEEE</publisher><subject>Delay effects ; Fuzzy control ; Fuzzy systems ; Hydrogen ; Nonlinear control systems ; Nonlinear systems ; Recurrent neural networks ; Stability ; Symmetric matrices ; Transmission line matrix methods</subject><ispartof>2009 IEEE International Conference on Fuzzy Systems, 2009, p.1745-1750</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/5277350$$EHTML$$P50$$Gieee$$H</linktohtml><link.rule.ids>309,310,780,784,789,790,2058,27925,54920</link.rule.ids><linktorsrc>$$Uhttps://ieeexplore.ieee.org/document/5277350$$EView_record_in_IEEE$$FView_record_in_$$GIEEE</linktorsrc></links><search><creatorcontrib>Jun Yang</creatorcontrib><creatorcontrib>Huaguang Zhang</creatorcontrib><creatorcontrib>Derong Liu</creatorcontrib><title>A novel control scheme for a class of nonlinear systems with time delays based on fuzzy hyperbolic model</title><title>2009 IEEE International Conference on Fuzzy Systems</title><addtitle>FUZZY</addtitle><description>This paper concerns the problem of mixed H 2 /H infin control of a class of nonlinear continuous-time systems with time delays, which can be represented by a delayed fuzzy hyperbolic model (DFHM). The main advantage of using DFHM over T-S fuzzy model is that no premise structure identification is needed and no completeness design of premise variables space is needed. In addition, a DFHM is not only a kind of valid global description but also a kind of nonlinear model essentially. Based on delay-independent Lyapunov functional approach, some sufficient conditions for the existence of such a DFHM-based mixed H 2 /H infin controller are provided, which are given in terms of the feasibility of a set of linear matrix inequalities (LMIs). Simulation results show the validity of the proposed method.</description><subject>Delay effects</subject><subject>Fuzzy control</subject><subject>Fuzzy systems</subject><subject>Hydrogen</subject><subject>Nonlinear control systems</subject><subject>Nonlinear systems</subject><subject>Recurrent neural networks</subject><subject>Stability</subject><subject>Symmetric matrices</subject><subject>Transmission line matrix methods</subject><issn>1098-7584</issn><isbn>9781424435968</isbn><isbn>142443596X</isbn><isbn>9781424435975</isbn><isbn>1424435978</isbn><fulltext>true</fulltext><rsrctype>conference_proceeding</rsrctype><creationdate>2009</creationdate><recordtype>conference_proceeding</recordtype><sourceid>6IE</sourceid><recordid>eNpVkLFOwzAYhI0Aiar0BWD5XyDFjuM4HquKUqRKLHSgS2XHvxUjJ67iAEqfnkh04ZbTSd_dcIQ8MLpkjKqnzf5w-FjmlKqlyKXkgl6RhZIVK_Ki4EJJcf0vl9UNmU3FKpOiKu7IIqVPOqkQnHE2I80KuviNAerYDX0MkOoGWwQXe9BQB50SRDcxXfAd6h7SmAZsE_z4oYHBT6jFoMcERie0EDtwX-fzCM14wt7E4Gto44Tck1unQ8LFxedkv3l-X2-z3dvL63q1yzyTYsiQ2VIYVVLLrHTMlJoWtJSiqJVRFHOXW641ragTTtVKOeOEocJIVqGxtORz8vi36xHxeOp9q_vxePmK_wJ_K1ye</recordid><startdate>200908</startdate><enddate>200908</enddate><creator>Jun Yang</creator><creator>Huaguang Zhang</creator><creator>Derong Liu</creator><general>IEEE</general><scope>6IE</scope><scope>6IH</scope><scope>CBEJK</scope><scope>RIE</scope><scope>RIO</scope></search><sort><creationdate>200908</creationdate><title>A novel control scheme for a class of nonlinear systems with time delays based on fuzzy hyperbolic model</title><author>Jun Yang ; Huaguang Zhang ; Derong Liu</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-i175t-e1d65b960d1d7f1b6a0406754c9b90e2f2d3aa080f5f9c99fbf5b05b718ebd063</frbrgroupid><rsrctype>conference_proceedings</rsrctype><prefilter>conference_proceedings</prefilter><language>eng</language><creationdate>2009</creationdate><topic>Delay effects</topic><topic>Fuzzy control</topic><topic>Fuzzy systems</topic><topic>Hydrogen</topic><topic>Nonlinear control systems</topic><topic>Nonlinear systems</topic><topic>Recurrent neural networks</topic><topic>Stability</topic><topic>Symmetric matrices</topic><topic>Transmission line matrix methods</topic><toplevel>online_resources</toplevel><creatorcontrib>Jun Yang</creatorcontrib><creatorcontrib>Huaguang Zhang</creatorcontrib><creatorcontrib>Derong Liu</creatorcontrib><collection>IEEE Electronic Library (IEL) Conference Proceedings</collection><collection>IEEE Proceedings Order Plan (POP) 1998-present by volume</collection><collection>IEEE Xplore All Conference Proceedings</collection><collection>IEEE Xplore</collection><collection>IEEE Proceedings Order Plans (POP) 1998-present</collection></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Jun Yang</au><au>Huaguang Zhang</au><au>Derong Liu</au><format>book</format><genre>proceeding</genre><ristype>CONF</ristype><atitle>A novel control scheme for a class of nonlinear systems with time delays based on fuzzy hyperbolic model</atitle><btitle>2009 IEEE International Conference on Fuzzy Systems</btitle><stitle>FUZZY</stitle><date>2009-08</date><risdate>2009</risdate><spage>1745</spage><epage>1750</epage><pages>1745-1750</pages><issn>1098-7584</issn><isbn>9781424435968</isbn><isbn>142443596X</isbn><eisbn>9781424435975</eisbn><eisbn>1424435978</eisbn><abstract>This paper concerns the problem of mixed H 2 /H infin control of a class of nonlinear continuous-time systems with time delays, which can be represented by a delayed fuzzy hyperbolic model (DFHM). The main advantage of using DFHM over T-S fuzzy model is that no premise structure identification is needed and no completeness design of premise variables space is needed. In addition, a DFHM is not only a kind of valid global description but also a kind of nonlinear model essentially. Based on delay-independent Lyapunov functional approach, some sufficient conditions for the existence of such a DFHM-based mixed H 2 /H infin controller are provided, which are given in terms of the feasibility of a set of linear matrix inequalities (LMIs). Simulation results show the validity of the proposed method.</abstract><pub>IEEE</pub><doi>10.1109/FUZZY.2009.5277350</doi><tpages>6</tpages></addata></record> |
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source | IEEE Electronic Library (IEL) Conference Proceedings |
subjects | Delay effects Fuzzy control Fuzzy systems Hydrogen Nonlinear control systems Nonlinear systems Recurrent neural networks Stability Symmetric matrices Transmission line matrix methods |
title | A novel control scheme for a class of nonlinear systems with time delays based on fuzzy hyperbolic model |
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