{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,9,1]],"date-time":"2026-09-01T10:39:06Z","timestamp":1788259146745,"version":"build-2803163510"},"reference-count":34,"publisher":"Elsevier BV","license":[{"start":{"date-parts":[[2024,4,1]],"date-time":"2024-04-01T00:00:00Z","timestamp":1711929600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"},{"start":{"date-parts":[[2024,4,1]],"date-time":"2024-04-01T00:00:00Z","timestamp":1711929600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/legal\/tdmrep-license"},{"start":{"date-parts":[[2024,4,1]],"date-time":"2024-04-01T00:00:00Z","timestamp":1711929600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-017"},{"start":{"date-parts":[[2024,4,1]],"date-time":"2024-04-01T00:00:00Z","timestamp":1711929600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"},{"start":{"date-parts":[[2024,4,1]],"date-time":"2024-04-01T00:00:00Z","timestamp":1711929600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-012"},{"start":{"date-parts":[[2024,4,1]],"date-time":"2024-04-01T00:00:00Z","timestamp":1711929600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,4,1]],"date-time":"2024-04-01T00:00:00Z","timestamp":1711929600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-004"}],"funder":[{"DOI":"10.13039\/501100002855","name":"Ministry of Science and Technology of the People's Republic of China","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100002855","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100012166","name":"National Key Research and Development Program of China","doi-asserted-by":"publisher","award":["2021YFF0602700"],"award-info":[{"award-number":["2021YFF0602700"]}],"id":[{"id":"10.13039\/501100012166","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["Accident Analysis & Prevention"],"published-print":{"date-parts":[[2024,4]]},"DOI":"10.1016\/j.aap.2023.107450","type":"journal-article","created":{"date-parts":[[2024,2,9]],"date-time":"2024-02-09T04:55:23Z","timestamp":1707454523000},"page":"107450","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":17,"special_numbering":"C","title":["Optimization of Forward Collision Warning Algorithm Considering Truck Driver Response Behavior Characteristics"],"prefix":"10.1016","volume":"198","author":[{"given":"Yanli","family":"Bao","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xuesong","family":"Wang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"78","reference":[{"issue":"5","key":"10.1016\/j.aap.2023.107450_b0005","doi-asserted-by":"crossref","first-page":"687","DOI":"10.1177\/0018720812439412","article-title":"Heavy-truck drivers\u2019 following behavior with intervention of an integrated, in-vehicle crash warning system: A field evaluation","volume":"54","author":"Bao","year":"2012","journal-title":"Hum. Factors"},{"key":"10.1016\/j.aap.2023.107450_b0010","doi-asserted-by":"crossref","DOI":"10.1016\/j.aap.2020.105762","article-title":"An examination of teen drivers\u2019 car-following behavior under naturalistic driving conditions: With and without an advanced driving assistance system","volume":"147","author":"Bao","year":"2020","journal-title":"Accid. Anal. Prev."},{"issue":"1","key":"10.1016\/j.aap.2023.107450_b0015","doi-asserted-by":"crossref","first-page":"11","DOI":"10.18005\/ITUP0201002","article-title":"Detection of critical driving situations for naturalistic driving studies by means of an automated process","volume":"2","author":"Benmimoun","year":"2014","journal-title":"J. Intell. Transp. Urban Plann."},{"key":"10.1016\/j.aap.2023.107450_b0020","doi-asserted-by":"crossref","first-page":"27","DOI":"10.1016\/j.trf.2014.04.020","article-title":"Beeping ADAS: Reflexive effect on drivers\u2019 behavior","volume":"25","author":"Biondi","year":"2014","journal-title":"Transport. Res. F: Traffic Psychol. Behav."},{"key":"10.1016\/j.aap.2023.107450_b0025","doi-asserted-by":"crossref","unstructured":"Chen, Y. L., Shen, K. Y., Wang, S. C. Forward collision warning system considering both time-to-collision and safety braking distance. In 2013 IEEE 8th Conference on Industrial Electronics and Applications (ICIEA). IEEE. 2013, 972-977.","DOI":"10.1109\/ICIEA.2013.6566508"},{"key":"10.1016\/j.aap.2023.107450_b0030","doi-asserted-by":"crossref","first-page":"49","DOI":"10.1016\/j.trd.2018.04.017","article-title":"Vehicle forward collision warning algorithm based on road friction","volume":"66","author":"Chen","year":"2019","journal-title":"Transp. Res. Part D: Transp. Environ."},{"issue":"5","key":"10.1016\/j.aap.2023.107450_b0035","doi-asserted-by":"crossref","first-page":"2751","DOI":"10.1109\/TITS.2020.2974495","article-title":"Realization and evaluation of an instructor-like assistance system for collision avoidance","volume":"22","author":"Chen","year":"2020","journal-title":"IEEE Trans. Intell. Transp. Syst."},{"issue":"3","key":"10.1016\/j.aap.2023.107450_b0045","doi-asserted-by":"crossref","first-page":"1171","DOI":"10.1016\/j.aap.2008.01.003","article-title":"Calibration and validation of simulated vehicle safety performance at signalized intersections","volume":"40","author":"Cunto","year":"2008","journal-title":"Accid. Anal. Prev."},{"key":"10.1016\/j.aap.2023.107450_b0050","unstructured":"Flannagan, C., LeBlanc, D., Bogard, S., Nobukawa, K., Narayanaswamy, P., Leslie, A., Lobes, K. Large-scale field test of forward collision alert and lane departure warning systems. NHTSA, 2016, No. DOT HS 812 247."},{"key":"10.1016\/j.aap.2023.107450_b0055","unstructured":"Ministry of Transport of the People\u2019s Republic of China, Safety specification for commercial vehicle for cargos transportation-Part 1: Goods Vehicle, 2017."},{"issue":"1","key":"10.1016\/j.aap.2023.107450_b0060","doi-asserted-by":"crossref","first-page":"421","DOI":"10.32614\/RJ-2017-016","article-title":"PDP: An R package for constructing partial dependence plots","volume":"9","author":"Greenwell","year":"2017","journal-title":"R J."},{"key":"10.1016\/j.aap.2023.107450_b0065","unstructured":"Grove, K., Atwood, J., Hill, P., Fitch, G., Blanco, M., Guo, F., Richards, T. Field study of heavy-vehicle crash avoidance systems. NHTSA, 2016, No. DOT HS 812 280."},{"issue":"9","key":"10.1016\/j.aap.2023.107450_b0070","doi-asserted-by":"crossref","first-page":"756","DOI":"10.1177\/03611981211004129","article-title":"Systematic review of research on driver distraction in the context of advanced driver assistance systems","volume":"2675","author":"Hungund","year":"2021","journal-title":"Transp. Res. Rec."},{"issue":"4","key":"10.1016\/j.aap.2023.107450_b0075","doi-asserted-by":"crossref","first-page":"471","DOI":"10.1016\/j.trc.2007.09.003","article-title":"Potential benefits of an adaptive forward collision warning system","volume":"16","author":"Jamson","year":"2008","journal-title":"Transp. Res. Part C: Emerging Technol."},{"issue":"2","key":"10.1016\/j.aap.2023.107450_b0080","doi-asserted-by":"crossref","first-page":"451","DOI":"10.1016\/S0031-3203(02)00060-2","article-title":"The global k-means clustering algorithm","volume":"36","author":"Likas","year":"2003","journal-title":"Pattern Recogn."},{"key":"10.1016\/j.aap.2023.107450_b0085","article-title":"A support vector regression approach for investigating multianticipative driving behavior","author":"Lu","year":"2015","journal-title":"Math. Probl. Eng."},{"key":"10.1016\/j.aap.2023.107450_b0090","unstructured":"Lytx, ADAS-Advanced Driver Assistance Systems, 2022."},{"issue":"2","key":"10.1016\/j.aap.2023.107450_b0095","doi-asserted-by":"crossref","first-page":"205","DOI":"10.1177\/001872089203400206","article-title":"Brake reaction time to center high-mounted stop lamps on vans and trucks","volume":"34","author":"McKnight","year":"1992","journal-title":"Hum. Factors"},{"key":"10.1016\/j.aap.2023.107450_b0105","doi-asserted-by":"crossref","unstructured":"Mishra, R., Zhang, Y., Ma, F., Li, A. The Prediction of Collisions in Connected Vehicle Systems with A Long Short-Term Memory Model. In Proceedings of the Human Factors and Ergonomics Society Annual Meeting. Sage CA: Los Angeles, CA: SAGE Publications. 2020, Vol. 64, No. 1, 775-779.","DOI":"10.1177\/1071181320641178"},{"key":"10.1016\/j.aap.2023.107450_b0110","unstructured":"National Highway Traffic Safety Administration. NHTSA Announces Coming Upgrades to New Car Assessment Program, 2019."},{"key":"10.1016\/j.aap.2023.107450_b0125","author":"Seidl","year":"2020","journal-title":"European Commission"},{"key":"10.1016\/j.aap.2023.107450_b0130","doi-asserted-by":"crossref","DOI":"10.1016\/j.physd.2019.132306","article-title":"Fundamentals of recurrent neural network (RNN) and long short-term memory (LSTM) network","volume":"404","author":"Sherstinsky","year":"2020","journal-title":"Physica D"},{"key":"10.1016\/j.aap.2023.107450_b0140","doi-asserted-by":"crossref","DOI":"10.1155\/2021\/9907698","article-title":"An algorithm for detecting collision risk between trucks and pedestrians in the connected environment","author":"Son","year":"2021","journal-title":"J. Adv. Transp."},{"key":"10.1016\/j.aap.2023.107450_b0145","unstructured":"Stevens, S. Driver acceptance of collision warning applications based on heavy-truck V2V technology (No. DOT-VNTSC-NHTSA-15-11). United States. National Highway Traffic Administration, 2016."},{"key":"10.1016\/j.aap.2023.107450_b0150","first-page":"535","article-title":"IEEE Intelligent Vehicles Symposium (IV)","volume":"2017","author":"Su","year":"2017","journal-title":"IEEE."},{"issue":"5","key":"10.1016\/j.aap.2023.107450_b0155","doi-asserted-by":"crossref","first-page":"2435","DOI":"10.1109\/TITS.2015.2409374","article-title":"Development of a deceleration-based surrogate safety measure for rear-end collision risk","volume":"16","author":"Tak","year":"2015","journal-title":"IEEE Trans. Intell. Transp. Syst."},{"issue":"9","key":"10.1016\/j.aap.2023.107450_b0160","doi-asserted-by":"crossref","first-page":"2583","DOI":"10.1109\/TITS.2016.2528508","article-title":"Development of a kinematic-based forward collision warning algorithm using an advanced driving simulator","volume":"17","author":"Wang","year":"2016","journal-title":"IEEE Trans. Intell. Transp. Syst."},{"issue":"4","key":"10.1016\/j.aap.2023.107450_b0165","doi-asserted-by":"crossref","first-page":"1157","DOI":"10.1109\/TITS.2015.2499838","article-title":"A forward collision warning algorithm with adaptation to driver behaviors","volume":"17","author":"Wang","year":"2015","journal-title":"IEEE Trans. Intell. Transp. Syst."},{"key":"10.1016\/j.aap.2023.107450_b0170","doi-asserted-by":"crossref","first-page":"30","DOI":"10.1016\/j.aap.2019.05.004","article-title":"A forward collision avoidance algorithm based on driver braking behavior","volume":"129","author":"Xiong","year":"2019","journal-title":"Accid. Anal. Prev."},{"key":"10.1016\/j.aap.2023.107450_b0175","doi-asserted-by":"crossref","DOI":"10.1108\/JICV-07-2021-0011","article-title":"Modeling commercial vehicle drivers\u2019 acceptance of advanced driving assistance system (ADAS)","author":"Xu","year":"2021","journal-title":"Journal of Intelligent and Connected Vehicles."},{"issue":"3","key":"10.1016\/j.aap.2023.107450_b0180","doi-asserted-by":"crossref","first-page":"276","DOI":"10.1080\/15389580600660062","article-title":"Analyses of rear-end crashes based on classification tree models","volume":"7","author":"Yan","year":"2006","journal-title":"Traffic Inj. Prev."},{"key":"10.1016\/j.aap.2023.107450_b0185","series-title":"Acceptance and Effectiveness of Collision Avoidance System in Public Transportation","first-page":"424","author":"Yang","year":"2018"},{"key":"10.1016\/j.aap.2023.107450_b0190","doi-asserted-by":"crossref","DOI":"10.1016\/j.aap.2022.106609","article-title":"Personalized driving assistance algorithms: Case study of federated learning based forward collision warning","volume":"168","author":"Yu","year":"2022","journal-title":"Accid. Anal. Prev."},{"key":"10.1016\/j.aap.2023.107450_b0195","doi-asserted-by":"crossref","first-page":"226","DOI":"10.1016\/j.trc.2019.12.015","article-title":"Impact on car following behavior of a forward collision warning system with headway monitoring","volume":"111","author":"Zhu","year":"2020","journal-title":"Transp. Res. Part C: Emerging Technol."}],"container-title":["Accident Analysis & Prevention"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0001457523004979?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0001457523004979?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2025,9,10]],"date-time":"2025-09-10T23:42:06Z","timestamp":1757547726000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S0001457523004979"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,4]]},"references-count":34,"alternative-id":["S0001457523004979"],"URL":"https:\/\/doi.org\/10.1016\/j.aap.2023.107450","relation":{},"ISSN":["0001-4575"],"issn-type":[{"value":"0001-4575","type":"print"}],"subject":[],"published":{"date-parts":[[2024,4]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"Optimization of Forward Collision Warning Algorithm Considering Truck Driver Response Behavior Characteristics","name":"articletitle","label":"Article Title"},{"value":"Accident Analysis & Prevention","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.aap.2023.107450","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"\u00a9 2024 Elsevier Ltd. All rights reserved.","name":"copyright","label":"Copyright"}],"article-number":"107450"}}