Estimation of tire cornering stiffness using GPS to improve model based estimation of vehicle states
This paper demonstrates a method of obtaining key vehicle states using GPS and INS measurements with an adaptive model based estimator. A dual antenna GPS attitude system is used to estimate tire cornering stiffness. This estimated parameter is updated in the estimator model to provide more accurate...
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creator | Anderson, R. Bevly, D.M. |
description | This paper demonstrates a method of obtaining key vehicle states using GPS and INS measurements with an adaptive model based estimator. A dual antenna GPS attitude system is used to estimate tire cornering stiffness. This estimated parameter is updated in the estimator model to provide more accurate estimates of the vehicle states. The experimental results for the estimate of sideslip and yaw rate using the updated estimator model compare favorable to values predicted by the theoretical model. |
doi_str_mv | 10.1109/IVS.2005.1505203 |
format | Conference Proceeding |
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A dual antenna GPS attitude system is used to estimate tire cornering stiffness. This estimated parameter is updated in the estimator model to provide more accurate estimates of the vehicle states. The experimental results for the estimate of sideslip and yaw rate using the updated estimator model compare favorable to values predicted by the theoretical model.</description><identifier>ISSN: 1931-0587</identifier><identifier>ISBN: 0780389611</identifier><identifier>ISBN: 9780780389618</identifier><identifier>EISSN: 2642-7214</identifier><identifier>DOI: 10.1109/IVS.2005.1505203</identifier><language>eng</language><publisher>IEEE</publisher><subject>Antenna measurements ; Control systems ; Global Positioning System ; Goniometers ; Gyroscopes ; Predictive models ; State estimation ; Tires ; Vehicles ; Velocity measurement</subject><ispartof>IEEE Proceedings. 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Intelligent Vehicles Symposium, 2005</title><addtitle>IVS</addtitle><description>This paper demonstrates a method of obtaining key vehicle states using GPS and INS measurements with an adaptive model based estimator. A dual antenna GPS attitude system is used to estimate tire cornering stiffness. This estimated parameter is updated in the estimator model to provide more accurate estimates of the vehicle states. The experimental results for the estimate of sideslip and yaw rate using the updated estimator model compare favorable to values predicted by the theoretical model.</description><subject>Antenna measurements</subject><subject>Control systems</subject><subject>Global Positioning System</subject><subject>Goniometers</subject><subject>Gyroscopes</subject><subject>Predictive models</subject><subject>State estimation</subject><subject>Tires</subject><subject>Vehicles</subject><subject>Velocity measurement</subject><issn>1931-0587</issn><issn>2642-7214</issn><isbn>0780389611</isbn><isbn>9780780389618</isbn><fulltext>true</fulltext><rsrctype>conference_proceeding</rsrctype><creationdate>2005</creationdate><recordtype>conference_proceeding</recordtype><sourceid>6IE</sourceid><sourceid>RIE</sourceid><recordid>eNpVkE9LAzEQxYN_wLZ6F7zkC2ydmTSb5CilaqGgUPVastmJRtrdslkLfntX7MXLewyP92N4QlwjTBHB3S7f1lMC0FPUoAnUiRhROaPCEM5OxRiMBWVdiXgmRugUFqCtuRDjnD-HlibCkagXuU8736e2kW2UfepYhrZruEvNuxyyGBvOWX7l3_vheS37VqbdvmsPLHdtzVtZ-cy15H-cA3-ksOUB4HvOl-I8-m3mq6NPxOv94mX-WKyeHpbzu1WR0Oi-QFI6lmVE8taTIaiQja1DOSj6ENF5Z6E0QVWhts5WmqoZIyhwZDmwmoibP25i5s2-Gx7qvjfHddQPWmtXzQ</recordid><startdate>2005</startdate><enddate>2005</enddate><creator>Anderson, R.</creator><creator>Bevly, D.M.</creator><general>IEEE</general><scope>6IE</scope><scope>6IL</scope><scope>CBEJK</scope><scope>RIE</scope><scope>RIL</scope></search><sort><creationdate>2005</creationdate><title>Estimation of tire cornering stiffness using GPS to improve model based estimation of vehicle states</title><author>Anderson, R. ; Bevly, D.M.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-i175t-1235f66f12a8a2720b1e78dc6e781acf19a98067c3bcd898b52b4e1030928ece3</frbrgroupid><rsrctype>conference_proceedings</rsrctype><prefilter>conference_proceedings</prefilter><language>eng</language><creationdate>2005</creationdate><topic>Antenna measurements</topic><topic>Control systems</topic><topic>Global Positioning System</topic><topic>Goniometers</topic><topic>Gyroscopes</topic><topic>Predictive models</topic><topic>State estimation</topic><topic>Tires</topic><topic>Vehicles</topic><topic>Velocity measurement</topic><toplevel>online_resources</toplevel><creatorcontrib>Anderson, R.</creatorcontrib><creatorcontrib>Bevly, D.M.</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>Anderson, R.</au><au>Bevly, D.M.</au><format>book</format><genre>proceeding</genre><ristype>CONF</ristype><atitle>Estimation of tire cornering stiffness using GPS to improve model based estimation of vehicle states</atitle><btitle>IEEE Proceedings. Intelligent Vehicles Symposium, 2005</btitle><stitle>IVS</stitle><date>2005</date><risdate>2005</risdate><spage>801</spage><epage>806</epage><pages>801-806</pages><issn>1931-0587</issn><eissn>2642-7214</eissn><isbn>0780389611</isbn><isbn>9780780389618</isbn><abstract>This paper demonstrates a method of obtaining key vehicle states using GPS and INS measurements with an adaptive model based estimator. A dual antenna GPS attitude system is used to estimate tire cornering stiffness. This estimated parameter is updated in the estimator model to provide more accurate estimates of the vehicle states. The experimental results for the estimate of sideslip and yaw rate using the updated estimator model compare favorable to values predicted by the theoretical model.</abstract><pub>IEEE</pub><doi>10.1109/IVS.2005.1505203</doi><tpages>6</tpages></addata></record> |
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identifier | ISSN: 1931-0587 |
ispartof | IEEE Proceedings. Intelligent Vehicles Symposium, 2005, 2005, p.801-806 |
issn | 1931-0587 2642-7214 |
language | eng |
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source | IEEE Electronic Library (IEL) Conference Proceedings |
subjects | Antenna measurements Control systems Global Positioning System Goniometers Gyroscopes Predictive models State estimation Tires Vehicles Velocity measurement |
title | Estimation of tire cornering stiffness using GPS to improve model based estimation of vehicle states |
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