Design and Evaluation of Robust Cooperative Adaptive Cruise Control Systems in Parameter Space
This paper is on the design of cooperative adaptive cruise control systems for automated driving of platoons of vehicles in the longitudinal direction. Longitudinal models of vehicles with simple dynamics, an uncertain first order time constant and vehicle to vehicle communication with a communicati...
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Veröffentlicht in: | International journal of automotive technology 2018-04, Vol.19 (2), p.359-367 |
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creator | Emirler, Mümin Tolga Güvenç, Levent Güvenç, Bilin Aksun |
description | This paper is on the design of cooperative adaptive cruise control systems for automated driving of platoons of vehicles in the longitudinal direction. Longitudinal models of vehicles with simple dynamics, an uncertain first order time constant and vehicle to vehicle communication with a communication delay are used in the vehicle modeling. A robust parameter space approach is developed and applied to the design of the cooperative adaptive cruise control system. D-stability is chosen as the robust performance goal and the feedback PD controller is designed in controller parameter space to achieve this D-stability goal for a range of possible longitudinal dynamics time constants and different values of time gap. Preceding vehicle acceleration is sent to the ego vehicle using vehicle to vehicle communication and a feedforward controller is used in this inter-vehicle loop to improve performance. Simulation results of an eight vehicle platoon of heterogeneous vehicles are presented and evaluated to demonstrate the efficiency of the proposed design method. Also, the proposed method is compared with a benchmark controller and the feedback only controller. Time gap regulation and string stability are used to assess performance and the effect of the vehicle to vehicle communication frequency on control system performance is also investigated. |
doi_str_mv | 10.1007/s12239-018-0034-z |
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Longitudinal models of vehicles with simple dynamics, an uncertain first order time constant and vehicle to vehicle communication with a communication delay are used in the vehicle modeling. A robust parameter space approach is developed and applied to the design of the cooperative adaptive cruise control system. D-stability is chosen as the robust performance goal and the feedback PD controller is designed in controller parameter space to achieve this D-stability goal for a range of possible longitudinal dynamics time constants and different values of time gap. Preceding vehicle acceleration is sent to the ego vehicle using vehicle to vehicle communication and a feedforward controller is used in this inter-vehicle loop to improve performance. Simulation results of an eight vehicle platoon of heterogeneous vehicles are presented and evaluated to demonstrate the efficiency of the proposed design method. 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Time gap regulation and string stability are used to assess performance and the effect of the vehicle to vehicle communication frequency on control system performance is also investigated.</description><identifier>ISSN: 1229-9138</identifier><identifier>EISSN: 1976-3832</identifier><identifier>DOI: 10.1007/s12239-018-0034-z</identifier><language>eng</language><publisher>Seoul: The Korean Society of Automotive Engineers</publisher><subject>Adaptive control ; Automatic control ; Automotive Engineering ; Communication ; Communications systems ; Control stability ; Control systems design ; Controllers ; Cooperative control ; Cruise control ; Dynamic stability ; Engineering ; Feedback ; Feedforward control ; Mathematical models ; Parameter robustness ; Performance enhancement ; Robust control ; Stability analysis ; Time constant ; Vehicles</subject><ispartof>International journal of automotive technology, 2018-04, Vol.19 (2), p.359-367</ispartof><rights>The Korean Society of Automotive Engineers and Springer-Verlag GmbH Germany, part of Springer Nature 2018</rights><rights>The Korean Society of Automotive Engineers and Springer-Verlag GmbH Germany, part of Springer Nature 2018.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c316t-2ca3bb68a923b0f82cff51319ec1da3a8c499d14d7f1331004923cdcdd17b17c3</citedby><cites>FETCH-LOGICAL-c316t-2ca3bb68a923b0f82cff51319ec1da3a8c499d14d7f1331004923cdcdd17b17c3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://link.springer.com/content/pdf/10.1007/s12239-018-0034-z$$EPDF$$P50$$Gspringer$$H</linktopdf><linktohtml>$$Uhttps://link.springer.com/10.1007/s12239-018-0034-z$$EHTML$$P50$$Gspringer$$H</linktohtml><link.rule.ids>314,776,780,27903,27904,41467,42536,51297</link.rule.ids></links><search><creatorcontrib>Emirler, Mümin Tolga</creatorcontrib><creatorcontrib>Güvenç, Levent</creatorcontrib><creatorcontrib>Güvenç, Bilin Aksun</creatorcontrib><title>Design and Evaluation of Robust Cooperative Adaptive Cruise Control Systems in Parameter Space</title><title>International journal of automotive technology</title><addtitle>Int.J Automot. Technol</addtitle><description>This paper is on the design of cooperative adaptive cruise control systems for automated driving of platoons of vehicles in the longitudinal direction. Longitudinal models of vehicles with simple dynamics, an uncertain first order time constant and vehicle to vehicle communication with a communication delay are used in the vehicle modeling. A robust parameter space approach is developed and applied to the design of the cooperative adaptive cruise control system. D-stability is chosen as the robust performance goal and the feedback PD controller is designed in controller parameter space to achieve this D-stability goal for a range of possible longitudinal dynamics time constants and different values of time gap. Preceding vehicle acceleration is sent to the ego vehicle using vehicle to vehicle communication and a feedforward controller is used in this inter-vehicle loop to improve performance. Simulation results of an eight vehicle platoon of heterogeneous vehicles are presented and evaluated to demonstrate the efficiency of the proposed design method. Also, the proposed method is compared with a benchmark controller and the feedback only controller. Time gap regulation and string stability are used to assess performance and the effect of the vehicle to vehicle communication frequency on control system performance is also investigated.</description><subject>Adaptive control</subject><subject>Automatic control</subject><subject>Automotive Engineering</subject><subject>Communication</subject><subject>Communications systems</subject><subject>Control stability</subject><subject>Control systems design</subject><subject>Controllers</subject><subject>Cooperative control</subject><subject>Cruise control</subject><subject>Dynamic stability</subject><subject>Engineering</subject><subject>Feedback</subject><subject>Feedforward control</subject><subject>Mathematical models</subject><subject>Parameter robustness</subject><subject>Performance enhancement</subject><subject>Robust control</subject><subject>Stability analysis</subject><subject>Time constant</subject><subject>Vehicles</subject><issn>1229-9138</issn><issn>1976-3832</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2018</creationdate><recordtype>article</recordtype><sourceid>BENPR</sourceid><recordid>eNp1kEtLAzEUhYMoWKs_wF3AdTQ3mVeWZawPKChWt4ZMkilT2smYzBTaX2_qCK5c3cPlnHO5H0LXQG-B0vwuAGNcEAoFoZQn5HCCJiDyjPCCs9OoGRNEAC_O0UUIa0rTDDidoM97G5pVi1Vr8HynNoPqG9diV-M3Vw2hx6VznfVxu7N4ZlT3I0o_NCEO1_bebfByH3q7Dbhp8avyamt76_GyU9peorNabYK9-p1T9PEwfy-fyOLl8bmcLYjmkPWEacWrKiuUYLyidcF0XafAQVgNRnFV6EQIA4nJa-A8PpxEozbaGMgryDWfopuxt_Pua7Chl2s3-DaelCzJM5qmSQHRBaNLexeCt7XsfLNVfi-ByiNGOWKUEaM8YpSHmGFjJkRvu7L-r_n_0DenRnY_</recordid><startdate>20180401</startdate><enddate>20180401</enddate><creator>Emirler, Mümin Tolga</creator><creator>Güvenç, Levent</creator><creator>Güvenç, Bilin Aksun</creator><general>The Korean Society of Automotive Engineers</general><general>Springer Nature B.V</general><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7TB</scope><scope>7WY</scope><scope>7WZ</scope><scope>7XB</scope><scope>87Z</scope><scope>88I</scope><scope>8FD</scope><scope>8FE</scope><scope>8FG</scope><scope>8FK</scope><scope>8FL</scope><scope>ABJCF</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>BEZIV</scope><scope>BGLVJ</scope><scope>CCPQU</scope><scope>D1I</scope><scope>DWQXO</scope><scope>FR3</scope><scope>FRNLG</scope><scope>F~G</scope><scope>GNUQQ</scope><scope>HCIFZ</scope><scope>K60</scope><scope>K6~</scope><scope>KB.</scope><scope>L.-</scope><scope>M0C</scope><scope>M2P</scope><scope>PDBOC</scope><scope>PQBIZ</scope><scope>PQBZA</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>Q9U</scope></search><sort><creationdate>20180401</creationdate><title>Design and Evaluation of Robust Cooperative Adaptive Cruise Control Systems in Parameter Space</title><author>Emirler, Mümin Tolga ; Güvenç, Levent ; Güvenç, Bilin Aksun</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c316t-2ca3bb68a923b0f82cff51319ec1da3a8c499d14d7f1331004923cdcdd17b17c3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2018</creationdate><topic>Adaptive control</topic><topic>Automatic control</topic><topic>Automotive Engineering</topic><topic>Communication</topic><topic>Communications systems</topic><topic>Control stability</topic><topic>Control systems design</topic><topic>Controllers</topic><topic>Cooperative control</topic><topic>Cruise control</topic><topic>Dynamic stability</topic><topic>Engineering</topic><topic>Feedback</topic><topic>Feedforward control</topic><topic>Mathematical models</topic><topic>Parameter robustness</topic><topic>Performance enhancement</topic><topic>Robust control</topic><topic>Stability analysis</topic><topic>Time constant</topic><topic>Vehicles</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Emirler, Mümin Tolga</creatorcontrib><creatorcontrib>Güvenç, Levent</creatorcontrib><creatorcontrib>Güvenç, Bilin Aksun</creatorcontrib><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Mechanical & Transportation Engineering Abstracts</collection><collection>ABI/INFORM Collection</collection><collection>ABI/INFORM Global (PDF only)</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>ABI/INFORM Global (Alumni Edition)</collection><collection>Science Database (Alumni Edition)</collection><collection>Technology Research Database</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Technology Collection</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ABI/INFORM Collection (Alumni Edition)</collection><collection>Materials Science & Engineering Collection</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest Central UK/Ireland</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>Business Premium Collection</collection><collection>Technology Collection</collection><collection>ProQuest One Community College</collection><collection>ProQuest Materials Science Collection</collection><collection>ProQuest Central Korea</collection><collection>Engineering Research Database</collection><collection>Business Premium Collection (Alumni)</collection><collection>ABI/INFORM Global (Corporate)</collection><collection>ProQuest Central Student</collection><collection>SciTech Premium Collection</collection><collection>ProQuest Business Collection (Alumni Edition)</collection><collection>ProQuest Business Collection</collection><collection>Materials Science Database</collection><collection>ABI/INFORM Professional Advanced</collection><collection>ABI/INFORM Global</collection><collection>Science Database</collection><collection>Materials Science Collection</collection><collection>ProQuest One Business</collection><collection>ProQuest One Business (Alumni)</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central Basic</collection><jtitle>International journal of automotive technology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Emirler, Mümin Tolga</au><au>Güvenç, Levent</au><au>Güvenç, Bilin Aksun</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Design and Evaluation of Robust Cooperative Adaptive Cruise Control Systems in Parameter Space</atitle><jtitle>International journal of automotive technology</jtitle><stitle>Int.J Automot. Technol</stitle><date>2018-04-01</date><risdate>2018</risdate><volume>19</volume><issue>2</issue><spage>359</spage><epage>367</epage><pages>359-367</pages><issn>1229-9138</issn><eissn>1976-3832</eissn><abstract>This paper is on the design of cooperative adaptive cruise control systems for automated driving of platoons of vehicles in the longitudinal direction. Longitudinal models of vehicles with simple dynamics, an uncertain first order time constant and vehicle to vehicle communication with a communication delay are used in the vehicle modeling. A robust parameter space approach is developed and applied to the design of the cooperative adaptive cruise control system. D-stability is chosen as the robust performance goal and the feedback PD controller is designed in controller parameter space to achieve this D-stability goal for a range of possible longitudinal dynamics time constants and different values of time gap. Preceding vehicle acceleration is sent to the ego vehicle using vehicle to vehicle communication and a feedforward controller is used in this inter-vehicle loop to improve performance. Simulation results of an eight vehicle platoon of heterogeneous vehicles are presented and evaluated to demonstrate the efficiency of the proposed design method. Also, the proposed method is compared with a benchmark controller and the feedback only controller. Time gap regulation and string stability are used to assess performance and the effect of the vehicle to vehicle communication frequency on control system performance is also investigated.</abstract><cop>Seoul</cop><pub>The Korean Society of Automotive Engineers</pub><doi>10.1007/s12239-018-0034-z</doi><tpages>9</tpages></addata></record> |
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subjects | Adaptive control Automatic control Automotive Engineering Communication Communications systems Control stability Control systems design Controllers Cooperative control Cruise control Dynamic stability Engineering Feedback Feedforward control Mathematical models Parameter robustness Performance enhancement Robust control Stability analysis Time constant Vehicles |
title | Design and Evaluation of Robust Cooperative Adaptive Cruise Control Systems in Parameter Space |
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