Cooperative trajectory prediction system for intelligent and automated connected convoy based on blockchain
Autonomous vehicles have been extensively researched and developed rapidly in recent years.However,these vehicles may be not able to avoid collision with vehicles that appear suddenly.To solve this problem,a cooperative trajectory prediction system for intelligent and automated connected convoy base...
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| Format: | Article |
| Language: | English |
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POSTS&TELECOM PRESS Co., LTD
2020-06-01
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| Series: | 网络与信息安全学报 |
| Subjects: | |
| Online Access: | http://www.cjnis.com.cn/thesisDetails#10.11959/j.issn.2096-109x.2020015 |
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| _version_ | 1841529997992394752 |
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| author | Rensheng WANG Tianhao WU Lin ZHANG Konglin ZHU |
| author_facet | Rensheng WANG Tianhao WU Lin ZHANG Konglin ZHU |
| author_sort | Rensheng WANG |
| collection | DOAJ |
| description | Autonomous vehicles have been extensively researched and developed rapidly in recent years.However,these vehicles may be not able to avoid collision with vehicles that appear suddenly.To solve this problem,a cooperative trajectory prediction system for intelligent and automated connected convoy based on blockchain was proposed.In the proposed system,each node in the intelligent and automated connected convoy and roadside infrastructure predict the trajectory of vehicles around them with the LSTM model,and they share the information they get.Using blockchain,the intelligent and automated connected convoy and roadside infrastructure rate the received messages.The summarized rating will be stored as a block in the blockchain that stores the trust values.Vehicles in the intelligent and automated connected convoy are able to judge whether the other nodes in the Conroy are credible according to their trust value,and messages from the low trust value sender will be ignored,thus achieving cooperative driving.Experiment shows that the proposed system plays a significant role in improving driving safety of the intelligent connected platoon. |
| format | Article |
| id | doaj-art-b34e74b7882b419d8a0e9a6045b39178 |
| institution | Kabale University |
| issn | 2096-109X |
| language | English |
| publishDate | 2020-06-01 |
| publisher | POSTS&TELECOM PRESS Co., LTD |
| record_format | Article |
| series | 网络与信息安全学报 |
| spelling | doaj-art-b34e74b7882b419d8a0e9a6045b391782025-01-15T03:14:09ZengPOSTS&TELECOM PRESS Co., LTD网络与信息安全学报2096-109X2020-06-016788759559338Cooperative trajectory prediction system for intelligent and automated connected convoy based on blockchainRensheng WANGTianhao WULin ZHANGKonglin ZHUAutonomous vehicles have been extensively researched and developed rapidly in recent years.However,these vehicles may be not able to avoid collision with vehicles that appear suddenly.To solve this problem,a cooperative trajectory prediction system for intelligent and automated connected convoy based on blockchain was proposed.In the proposed system,each node in the intelligent and automated connected convoy and roadside infrastructure predict the trajectory of vehicles around them with the LSTM model,and they share the information they get.Using blockchain,the intelligent and automated connected convoy and roadside infrastructure rate the received messages.The summarized rating will be stored as a block in the blockchain that stores the trust values.Vehicles in the intelligent and automated connected convoy are able to judge whether the other nodes in the Conroy are credible according to their trust value,and messages from the low trust value sender will be ignored,thus achieving cooperative driving.Experiment shows that the proposed system plays a significant role in improving driving safety of the intelligent connected platoon.http://www.cjnis.com.cn/thesisDetails#10.11959/j.issn.2096-109x.2020015intelligent and automated connected convoytrajectory predictionLSTMtrust managementblockchain |
| spellingShingle | Rensheng WANG Tianhao WU Lin ZHANG Konglin ZHU Cooperative trajectory prediction system for intelligent and automated connected convoy based on blockchain 网络与信息安全学报 intelligent and automated connected convoy trajectory prediction LSTM trust management blockchain |
| title | Cooperative trajectory prediction system for intelligent and automated connected convoy based on blockchain |
| title_full | Cooperative trajectory prediction system for intelligent and automated connected convoy based on blockchain |
| title_fullStr | Cooperative trajectory prediction system for intelligent and automated connected convoy based on blockchain |
| title_full_unstemmed | Cooperative trajectory prediction system for intelligent and automated connected convoy based on blockchain |
| title_short | Cooperative trajectory prediction system for intelligent and automated connected convoy based on blockchain |
| title_sort | cooperative trajectory prediction system for intelligent and automated connected convoy based on blockchain |
| topic | intelligent and automated connected convoy trajectory prediction LSTM trust management blockchain |
| url | http://www.cjnis.com.cn/thesisDetails#10.11959/j.issn.2096-109x.2020015 |
| work_keys_str_mv | AT renshengwang cooperativetrajectorypredictionsystemforintelligentandautomatedconnectedconvoybasedonblockchain AT tianhaowu cooperativetrajectorypredictionsystemforintelligentandautomatedconnectedconvoybasedonblockchain AT linzhang cooperativetrajectorypredictionsystemforintelligentandautomatedconnectedconvoybasedonblockchain AT konglinzhu cooperativetrajectorypredictionsystemforintelligentandautomatedconnectedconvoybasedonblockchain |