Pub Date : 2024-04-18DOI: 10.1080/15472450.2024.2341392
Junyu Cai, Haobin Jiang, Junyan Wang, Aoxue Li
With the aim to improve the interaction between intelligent vehicles and human drivers, this article proposes the MCLG (multi-head attention + convolutional social pooling + long short-term memory ...
{"title":"Multi-head attention-based intelligent vehicle lane change decision and trajectory prediction model in highways","authors":"Junyu Cai, Haobin Jiang, Junyan Wang, Aoxue Li","doi":"10.1080/15472450.2024.2341392","DOIUrl":"https://doi.org/10.1080/15472450.2024.2341392","url":null,"abstract":"With the aim to improve the interaction between intelligent vehicles and human drivers, this article proposes the MCLG (multi-head attention + convolutional social pooling + long short-term memory ...","PeriodicalId":54792,"journal":{"name":"Journal of Intelligent Transportation Systems","volume":"304 1","pages":""},"PeriodicalIF":3.6,"publicationDate":"2024-04-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140614430","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-03-19DOI: 10.1080/15472450.2024.2329901
Jiwoong Heo, Sungjin Hwang, Jucheol Moon, Jaehwan You, Hansung Kim, Jaehyuk Cha, Kwanguk (Kenny) Kim
Transportation mode detection (TMD) is an important computational technique that aids human life at the social and individual levels. However, previous studies on TMD were focused on people without...
{"title":"A framework of transportation mode detection for people with mobility disability","authors":"Jiwoong Heo, Sungjin Hwang, Jucheol Moon, Jaehwan You, Hansung Kim, Jaehyuk Cha, Kwanguk (Kenny) Kim","doi":"10.1080/15472450.2024.2329901","DOIUrl":"https://doi.org/10.1080/15472450.2024.2329901","url":null,"abstract":"Transportation mode detection (TMD) is an important computational technique that aids human life at the social and individual levels. However, previous studies on TMD were focused on people without...","PeriodicalId":54792,"journal":{"name":"Journal of Intelligent Transportation Systems","volume":"8 1","pages":""},"PeriodicalIF":3.6,"publicationDate":"2024-03-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140202551","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-03-19DOI: 10.1080/15472450.2024.2329912
Jing Wang, Engang Tian, Huaicheng Yan
This paper deals with a robust learning nonlinear model predictive control (RL-NMPC) scheme under time-varying delays and disturbances. It is well known that the in-vehicle network has considerable...
{"title":"Robust learning control for autonomous vehicle with network delays and disturbances","authors":"Jing Wang, Engang Tian, Huaicheng Yan","doi":"10.1080/15472450.2024.2329912","DOIUrl":"https://doi.org/10.1080/15472450.2024.2329912","url":null,"abstract":"This paper deals with a robust learning nonlinear model predictive control (RL-NMPC) scheme under time-varying delays and disturbances. It is well known that the in-vehicle network has considerable...","PeriodicalId":54792,"journal":{"name":"Journal of Intelligent Transportation Systems","volume":"67 1 1","pages":""},"PeriodicalIF":3.6,"publicationDate":"2024-03-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140202696","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-02-29DOI: 10.1080/15472450.2024.2324385
Tianjia Yang, Wei (David) Fan
Transit Signal Priority (TSP) is a traffic signal control strategy that can provide priority to transit vehicles and thus improve transit service and enhance transportation equity. Conventional TSP...
{"title":"Transit Signal Priority under Connected Vehicle Environment: Deep Reinforcement Learning Approach","authors":"Tianjia Yang, Wei (David) Fan","doi":"10.1080/15472450.2024.2324385","DOIUrl":"https://doi.org/10.1080/15472450.2024.2324385","url":null,"abstract":"Transit Signal Priority (TSP) is a traffic signal control strategy that can provide priority to transit vehicles and thus improve transit service and enhance transportation equity. Conventional TSP...","PeriodicalId":54792,"journal":{"name":"Journal of Intelligent Transportation Systems","volume":"30 1","pages":""},"PeriodicalIF":3.6,"publicationDate":"2024-02-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140005429","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-02-26DOI: 10.1080/15472450.2024.2315136
Fangzhi Yin, Changyin Dong, Ye Li, Yujia Chen, Hao Wang
This paper proposes a trajectory tracking control method combining extended Kalman filter (EKF) and robust tube-based model predictive control (RTMPC) methods to improve the anti-disturbance capabi...
{"title":"An anti-disturbance lane-changing trajectory tracking control method combining extended Kalman filter and robust tube-based model predictive control","authors":"Fangzhi Yin, Changyin Dong, Ye Li, Yujia Chen, Hao Wang","doi":"10.1080/15472450.2024.2315136","DOIUrl":"https://doi.org/10.1080/15472450.2024.2315136","url":null,"abstract":"This paper proposes a trajectory tracking control method combining extended Kalman filter (EKF) and robust tube-based model predictive control (RTMPC) methods to improve the anti-disturbance capabi...","PeriodicalId":54792,"journal":{"name":"Journal of Intelligent Transportation Systems","volume":"2016 1","pages":""},"PeriodicalIF":3.6,"publicationDate":"2024-02-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139981215","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Real-time monitoring of the spatiotemporal distribution of vehicle weights on bridge decks is an important component of bridge structural health monitoring systems. However, it is still a challenge...
实时监测桥面上车辆重量的时空分布是桥梁结构健康监测系统的重要组成部分。然而，这仍然是一项挑战...
{"title":"A spatiotemporal distribution identification method of vehicle weights on bridges by integrating traffic video and toll station data","authors":"Jianliang Zhang, Yuyao Cheng, Jian Zhang, Zhishen Wu","doi":"10.1080/15472450.2024.2312810","DOIUrl":"https://doi.org/10.1080/15472450.2024.2312810","url":null,"abstract":"Real-time monitoring of the spatiotemporal distribution of vehicle weights on bridge decks is an important component of bridge structural health monitoring systems. However, it is still a challenge...","PeriodicalId":54792,"journal":{"name":"Journal of Intelligent Transportation Systems","volume":"9 1","pages":""},"PeriodicalIF":3.6,"publicationDate":"2024-02-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140005231","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Estimating accurate travel time information is one of the fundamental tasks in controlling city traffic. In general, fuzing multiple sensors can generate more accurate information to measure traffi...
{"title":"Fuzing multiple erroneous sensors to estimate travel time","authors":"Fatemeh Banani Ardecani, Ahmadreza Mahmoudzadeh, Mahmoud Mesbah","doi":"10.1080/15472450.2024.2315514","DOIUrl":"https://doi.org/10.1080/15472450.2024.2315514","url":null,"abstract":"Estimating accurate travel time information is one of the fundamental tasks in controlling city traffic. In general, fuzing multiple sensors can generate more accurate information to measure traffi...","PeriodicalId":54792,"journal":{"name":"Journal of Intelligent Transportation Systems","volume":"30 1","pages":""},"PeriodicalIF":3.6,"publicationDate":"2024-02-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139765852","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-02-12DOI: 10.1080/15472450.2024.2315126
Eui-Jin Kim, Min-Ji Kang, Shin Hyoung Park
Incident clearance time prediction is a key task for traffic incident management. A hazard-based duration model is a prevalent approach for predicting and analyzing the incident clearance time, whi...
{"title":"Deep survival analysis model for incident clearance time prediction","authors":"Eui-Jin Kim, Min-Ji Kang, Shin Hyoung Park","doi":"10.1080/15472450.2024.2315126","DOIUrl":"https://doi.org/10.1080/15472450.2024.2315126","url":null,"abstract":"Incident clearance time prediction is a key task for traffic incident management. A hazard-based duration model is a prevalent approach for predicting and analyzing the incident clearance time, whi...","PeriodicalId":54792,"journal":{"name":"Journal of Intelligent Transportation Systems","volume":"3 1","pages":""},"PeriodicalIF":3.6,"publicationDate":"2024-02-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139765955","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-02-08DOI: 10.1080/15472450.2024.2312808
Yunjong Kim, Kawon Kang, Nuri Park, Juneyoung Park, Cheol Oh
A variety of studies have been conducted to evaluate real-time crash risk using vehicle trajectory data and to establish active traffic safety management measures. Speed management is an effective ...
{"title":"Reinforcement learning approach to develop variable speed limit strategy using vehicle data and simulations","authors":"Yunjong Kim, Kawon Kang, Nuri Park, Juneyoung Park, Cheol Oh","doi":"10.1080/15472450.2024.2312808","DOIUrl":"https://doi.org/10.1080/15472450.2024.2312808","url":null,"abstract":"A variety of studies have been conducted to evaluate real-time crash risk using vehicle trajectory data and to establish active traffic safety management measures. Speed management is an effective ...","PeriodicalId":54792,"journal":{"name":"Journal of Intelligent Transportation Systems","volume":"26 1","pages":""},"PeriodicalIF":3.6,"publicationDate":"2024-02-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139765627","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-02-08DOI: 10.1080/15472450.2024.2312809
Jingqin Gao, Kaan Ozbay, Yu Hu
The escalating congestion impacts of short-term traffic disruptions, such as double parking or short-duration work zones, are gaining increased attention. This study introduces an enhanced isolatio...
{"title":"Real-time anomaly detection of short-term traffic disruptions in urban areas through adaptive isolation forest","authors":"Jingqin Gao, Kaan Ozbay, Yu Hu","doi":"10.1080/15472450.2024.2312809","DOIUrl":"https://doi.org/10.1080/15472450.2024.2312809","url":null,"abstract":"The escalating congestion impacts of short-term traffic disruptions, such as double parking or short-duration work zones, are gaining increased attention. This study introduces an enhanced isolatio...","PeriodicalId":54792,"journal":{"name":"Journal of Intelligent Transportation Systems","volume":"6 1","pages":""},"PeriodicalIF":3.6,"publicationDate":"2024-02-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139766830","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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