Design and experimental validation of event-triggered multi-vehicle cooperation in conflicting scenarios
Platoon control is widely studied for coordinating connected and automated vehicles (CAVs) on highways due to its potential for improving traffic throughput and road safety. Inspired by platoon control, the cooperation of multiple CAVs in conflicting scenarios can be greatly simplified by virtual pl...
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Veröffentlicht in: | Frontiers of information technology & electronic engineering 2022-11, Vol.23 (11), p.1700-1713 |
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description | Platoon control is widely studied for coordinating connected and automated vehicles (CAVs) on highways due to its potential for improving traffic throughput and road safety. Inspired by platoon control, the cooperation of multiple CAVs in conflicting scenarios can be greatly simplified by virtual platooning. Vehicle-to-vehicle communication is an essential ingredient in virtual platoon systems. Massive data transmission with limited communication resources incurs inevitable imperfections such as transmission delay and dropped packets. As a result, unnecessary transmission needs to be avoided to establish a reliable wireless network. To this end, an event-triggered robust control method is developed to reduce the use of communication resources while ensuring the stability of the virtual platoon system with time-varying uncertainty. The uniform boundedness, uniform ultimate boundedness, and string stability of the closed-loop system are analytically proved. As for the triggering condition, the uncertainty of the boundary information is considered, so that the threshold can be estimated more reasonably. Simulation and experimental results verify that the proposed method can greatly reduce data transmission while creating multi-vehicle cooperation. The threshold affects the tracking ability and communication burden, and hence an optimization framework for choosing the threshold is worth exploring in future research. |
doi_str_mv | 10.1631/FITEE.2100504 |
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Inspired by platoon control, the cooperation of multiple CAVs in conflicting scenarios can be greatly simplified by virtual platooning. Vehicle-to-vehicle communication is an essential ingredient in virtual platoon systems. Massive data transmission with limited communication resources incurs inevitable imperfections such as transmission delay and dropped packets. As a result, unnecessary transmission needs to be avoided to establish a reliable wireless network. To this end, an event-triggered robust control method is developed to reduce the use of communication resources while ensuring the stability of the virtual platoon system with time-varying uncertainty. The uniform boundedness, uniform ultimate boundedness, and string stability of the closed-loop system are analytically proved. As for the triggering condition, the uncertainty of the boundary information is considered, so that the threshold can be estimated more reasonably. Simulation and experimental results verify that the proposed method can greatly reduce data transmission while creating multi-vehicle cooperation. The threshold affects the tracking ability and communication burden, and hence an optimization framework for choosing the threshold is worth exploring in future research.</description><identifier>ISSN: 2095-9184</identifier><identifier>EISSN: 2095-9230</identifier><identifier>DOI: 10.1631/FITEE.2100504</identifier><language>eng</language><publisher>Hangzhou: Zhejiang University Press</publisher><subject>Closed loops ; Communication ; Communications Engineering ; Computer Hardware ; Computer Science ; Computer Systems Organization and Communication Networks ; Control methods ; Cooperation ; Data transmission ; Electrical Engineering ; Electronics and Microelectronics ; Feedback control ; Instrumentation ; Networks ; Packet transmission ; Platooning ; Robust control ; Stability analysis ; Traffic safety ; Uncertainty ; Wireless networks</subject><ispartof>Frontiers of information technology & electronic engineering, 2022-11, Vol.23 (11), p.1700-1713</ispartof><rights>Zhejiang University Press 2022</rights><rights>Zhejiang University Press 2022.</rights><rights>Copyright © Wanfang Data Co. 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All Rights Reserved.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c339t-c1e1be9ab0edb7b84c331d0a59c845129edbbcb45042cbd31382efb25870c8883</citedby><cites>FETCH-LOGICAL-c339t-c1e1be9ab0edb7b84c331d0a59c845129edbbcb45042cbd31382efb25870c8883</cites><orcidid>0000-0003-3335-8300 ; 0000-0003-1602-5651 ; 0000-0003-4411-8222 ; 0000-0001-8774-2936</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Uhttp://www.wanfangdata.com.cn/images/PeriodicalImages/zjdxxbc-e/zjdxxbc-e.jpg</thumbnail><linktopdf>$$Uhttps://link.springer.com/content/pdf/10.1631/FITEE.2100504$$EPDF$$P50$$Gspringer$$H</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/2918725616?pq-origsite=primo$$EHTML$$P50$$Gproquest$$H</linktohtml><link.rule.ids>314,778,782,21375,27911,27912,33731,41475,42544,43792,51306,64370,64374,72224</link.rule.ids></links><search><creatorcontrib>Hu, Zhanyi</creatorcontrib><creatorcontrib>Qiao, Yingjun</creatorcontrib><creatorcontrib>Li, Xingyu</creatorcontrib><creatorcontrib>Huang, Jin</creatorcontrib><creatorcontrib>Jia, Yifan</creatorcontrib><creatorcontrib>Zhong, Zhihua</creatorcontrib><title>Design and experimental validation of event-triggered multi-vehicle cooperation in conflicting scenarios</title><title>Frontiers of information technology & electronic engineering</title><addtitle>Front Inform Technol Electron Eng</addtitle><description>Platoon control is widely studied for coordinating connected and automated vehicles (CAVs) on highways due to its potential for improving traffic throughput and road safety. Inspired by platoon control, the cooperation of multiple CAVs in conflicting scenarios can be greatly simplified by virtual platooning. Vehicle-to-vehicle communication is an essential ingredient in virtual platoon systems. Massive data transmission with limited communication resources incurs inevitable imperfections such as transmission delay and dropped packets. As a result, unnecessary transmission needs to be avoided to establish a reliable wireless network. To this end, an event-triggered robust control method is developed to reduce the use of communication resources while ensuring the stability of the virtual platoon system with time-varying uncertainty. The uniform boundedness, uniform ultimate boundedness, and string stability of the closed-loop system are analytically proved. As for the triggering condition, the uncertainty of the boundary information is considered, so that the threshold can be estimated more reasonably. Simulation and experimental results verify that the proposed method can greatly reduce data transmission while creating multi-vehicle cooperation. The threshold affects the tracking ability and communication burden, and hence an optimization framework for choosing the threshold is worth exploring in future research.</description><subject>Closed loops</subject><subject>Communication</subject><subject>Communications Engineering</subject><subject>Computer Hardware</subject><subject>Computer Science</subject><subject>Computer Systems Organization and Communication Networks</subject><subject>Control methods</subject><subject>Cooperation</subject><subject>Data transmission</subject><subject>Electrical Engineering</subject><subject>Electronics and Microelectronics</subject><subject>Feedback control</subject><subject>Instrumentation</subject><subject>Networks</subject><subject>Packet transmission</subject><subject>Platooning</subject><subject>Robust control</subject><subject>Stability analysis</subject><subject>Traffic safety</subject><subject>Uncertainty</subject><subject>Wireless networks</subject><issn>2095-9184</issn><issn>2095-9230</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><sourceid>AFKRA</sourceid><sourceid>AZQEC</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><sourceid>DWQXO</sourceid><sourceid>GNUQQ</sourceid><recordid>eNptkMFPwjAUhxujiQQ5el_izWTYdhtrjwZBSUi84Llpu7dRMlpsB6J_vdVhuHh6fb987730Q-iW4DGZZORhvljNZmNKMC5wfoEGFPMi5TTDl39vwvJrNAphgzEmE8JLzgZo_QTBNDaRtkrguANvtmA72SYH2ZpKdsbZxNUJHGKadt40DXioku2-7Ux6gLXRLSTauTjZw8bG1tat0Z2xTRI0WOmNCzfoqpZtgNGpDtHbfLaavqTL1-fF9HGZ6izjXaoJEAVcKgyVKhXLY0wqLAuuWV4QymOstMrjJ6lWVUYyRqFWtGAl1oyxbIju-70f0tbSNmLj9t7Gi-JrUx2PSgugmFJCMMERvuvhnXfvewjdmabRV0mLSZQ7RGlPae9C8FCLXdQk_acgWPzIF7_yxUl-5Mc9HyJno7Dz1v8HvgHyhodx</recordid><startdate>20221101</startdate><enddate>20221101</enddate><creator>Hu, Zhanyi</creator><creator>Qiao, Yingjun</creator><creator>Li, Xingyu</creator><creator>Huang, Jin</creator><creator>Jia, Yifan</creator><creator>Zhong, Zhihua</creator><general>Zhejiang University Press</general><general>Springer Nature B.V</general><general>School of Vehicle and Mobility,Tsinghua University,Beijing 100084,China%Chinese Academy of Engineering,Beijng 100088,China</general><general>MOE Key Laboratory of Road and Traffic Engineering,Tongji University,Shanghai 200092,China%Chinese Academy of Engineering,Beijng 100088,China</general><scope>AAYXX</scope><scope>CITATION</scope><scope>8FE</scope><scope>8FG</scope><scope>ABJCF</scope><scope>AFKRA</scope><scope>ARAPS</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>BGLVJ</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>GNUQQ</scope><scope>HCIFZ</scope><scope>JQ2</scope><scope>K7-</scope><scope>L6V</scope><scope>M7S</scope><scope>P5Z</scope><scope>P62</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PTHSS</scope><scope>2B.</scope><scope>4A8</scope><scope>92I</scope><scope>93N</scope><scope>PSX</scope><scope>TCJ</scope><orcidid>https://orcid.org/0000-0003-3335-8300</orcidid><orcidid>https://orcid.org/0000-0003-1602-5651</orcidid><orcidid>https://orcid.org/0000-0003-4411-8222</orcidid><orcidid>https://orcid.org/0000-0001-8774-2936</orcidid></search><sort><creationdate>20221101</creationdate><title>Design and experimental validation of event-triggered multi-vehicle cooperation in conflicting scenarios</title><author>Hu, Zhanyi ; 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Inspired by platoon control, the cooperation of multiple CAVs in conflicting scenarios can be greatly simplified by virtual platooning. Vehicle-to-vehicle communication is an essential ingredient in virtual platoon systems. Massive data transmission with limited communication resources incurs inevitable imperfections such as transmission delay and dropped packets. As a result, unnecessary transmission needs to be avoided to establish a reliable wireless network. To this end, an event-triggered robust control method is developed to reduce the use of communication resources while ensuring the stability of the virtual platoon system with time-varying uncertainty. The uniform boundedness, uniform ultimate boundedness, and string stability of the closed-loop system are analytically proved. As for the triggering condition, the uncertainty of the boundary information is considered, so that the threshold can be estimated more reasonably. Simulation and experimental results verify that the proposed method can greatly reduce data transmission while creating multi-vehicle cooperation. The threshold affects the tracking ability and communication burden, and hence an optimization framework for choosing the threshold is worth exploring in future research.</abstract><cop>Hangzhou</cop><pub>Zhejiang University Press</pub><doi>10.1631/FITEE.2100504</doi><tpages>14</tpages><orcidid>https://orcid.org/0000-0003-3335-8300</orcidid><orcidid>https://orcid.org/0000-0003-1602-5651</orcidid><orcidid>https://orcid.org/0000-0003-4411-8222</orcidid><orcidid>https://orcid.org/0000-0001-8774-2936</orcidid></addata></record> |
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subjects | Closed loops Communication Communications Engineering Computer Hardware Computer Science Computer Systems Organization and Communication Networks Control methods Cooperation Data transmission Electrical Engineering Electronics and Microelectronics Feedback control Instrumentation Networks Packet transmission Platooning Robust control Stability analysis Traffic safety Uncertainty Wireless networks |
title | Design and experimental validation of event-triggered multi-vehicle cooperation in conflicting scenarios |
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