Research on adaptive cruise control algorithm considering road conditions

Abstract As one of the most important ADAS systems, traditional adaptive cruise control is only suitable for relatively simple working conditions such as expressways, and it is difficult to deal with complex traffic environment and road working conditions. For the problem that the traditional cruise...

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Autores principales: Zhi Yang, Rui He, Sumin Zhang, Jian Wu
Formato: article
Lenguaje:EN
Publicado: Wiley 2021
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Acceso en línea:https://doaj.org/article/7907daaad9724691a4151c0875402eb2
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spelling oai:doaj.org-article:7907daaad9724691a4151c0875402eb22021-11-11T10:16:45ZResearch on adaptive cruise control algorithm considering road conditions1751-95781751-956X10.1049/itr2.12108https://doaj.org/article/7907daaad9724691a4151c0875402eb22021-12-01T00:00:00Zhttps://doi.org/10.1049/itr2.12108https://doaj.org/toc/1751-956Xhttps://doaj.org/toc/1751-9578Abstract As one of the most important ADAS systems, traditional adaptive cruise control is only suitable for relatively simple working conditions such as expressways, and it is difficult to deal with complex traffic environment and road working conditions. For the problem that the traditional cruise control strategy cannot effectively use the terrain to reduce vehicle fuel consumption under slope conditions and when the vehicle enters a small radius curve such as a ramp, the excessively high turning speed will cause the vehicle to skid. This paper proposes an adaptive cruise control system architecture with adaptability to multiple operating conditions. Simulation and real‐vehicle test results show that the adaptive control system architecture and optimisation algorithm proposed in this paper have good applicability to road conditions, and improve the economy of the system under ramp conditions and safety under curve conditions.Zhi YangRui HeSumin ZhangJian WuWileyarticleTransportation engineeringTA1001-1280Electronic computers. Computer scienceQA75.5-76.95ENIET Intelligent Transport Systems, Vol 15, Iss 12, Pp 1478-1493 (2021)
institution DOAJ
collection DOAJ
language EN
topic Transportation engineering
TA1001-1280
Electronic computers. Computer science
QA75.5-76.95
spellingShingle Transportation engineering
TA1001-1280
Electronic computers. Computer science
QA75.5-76.95
Zhi Yang
Rui He
Sumin Zhang
Jian Wu
Research on adaptive cruise control algorithm considering road conditions
description Abstract As one of the most important ADAS systems, traditional adaptive cruise control is only suitable for relatively simple working conditions such as expressways, and it is difficult to deal with complex traffic environment and road working conditions. For the problem that the traditional cruise control strategy cannot effectively use the terrain to reduce vehicle fuel consumption under slope conditions and when the vehicle enters a small radius curve such as a ramp, the excessively high turning speed will cause the vehicle to skid. This paper proposes an adaptive cruise control system architecture with adaptability to multiple operating conditions. Simulation and real‐vehicle test results show that the adaptive control system architecture and optimisation algorithm proposed in this paper have good applicability to road conditions, and improve the economy of the system under ramp conditions and safety under curve conditions.
format article
author Zhi Yang
Rui He
Sumin Zhang
Jian Wu
author_facet Zhi Yang
Rui He
Sumin Zhang
Jian Wu
author_sort Zhi Yang
title Research on adaptive cruise control algorithm considering road conditions
title_short Research on adaptive cruise control algorithm considering road conditions
title_full Research on adaptive cruise control algorithm considering road conditions
title_fullStr Research on adaptive cruise control algorithm considering road conditions
title_full_unstemmed Research on adaptive cruise control algorithm considering road conditions
title_sort research on adaptive cruise control algorithm considering road conditions
publisher Wiley
publishDate 2021
url https://doaj.org/article/7907daaad9724691a4151c0875402eb2
work_keys_str_mv AT zhiyang researchonadaptivecruisecontrolalgorithmconsideringroadconditions
AT ruihe researchonadaptivecruisecontrolalgorithmconsideringroadconditions
AT suminzhang researchonadaptivecruisecontrolalgorithmconsideringroadconditions
AT jianwu researchonadaptivecruisecontrolalgorithmconsideringroadconditions
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