智能汽车中的人工智能:最新进展和未来方向

IF 1 4区 工程技术 Q3 ENGINEERING, MULTIDISCIPLINARY Journal of the Chinese Institute of Engineers Pub Date : 2023-09-30 DOI:10.1080/02533839.2023.2262759
Tao Zhang, Tianyu Zhao, Yi Qin, Sucheng Liu
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引用次数: 2

摘要

摘要ai在智能交通系统,特别是自动驾驶和自动驾驶车辆中得到了广泛的应用。未来的智能汽车将是物联网和AI的结合,而AI是智能汽车的关键。智能汽车越成熟,人工智能技术在智能汽车上的应用就越先进。在本文中,我们对人工智能在自动驾驶汽车中的应用进展进行了调查,包括感知、自动驾驶和测试,然后讨论了智能汽车面临的挑战、人工智能的最新进展以及未来交通生态系统(特别是智能汽车)中潜在的应用。关键词:智能汽车、人工智能、自动驾驶汽车、目标检测披露声明作者未报告存在潜在利益冲突。项目资助:安徽省电力电子与运动控制重点实验室、广西可信软件重点实验室(kx202016)、浙江省海洋大数据挖掘与应用重点实验室(obdma202001)、广西混合计算与集成电路设计分析重点实验室(GXIC20-03)。
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Artificial intelligence in intelligent vehicles: recent advances and future directions
ABSTRACTAI has been widely used in intelligent transportation systems, autonomous driving and automated vehicles in particular. Intelligent vehicles in the future will be a combination of Internet of things and AI, and AI is the key for intelligent vehicles. The maturer the intelligent vehicles are, the more advanced the AI techniques will be applied in intelligent vehicles. In this paper, we perform a survey on the progress of AI applications in automated vehicles, including perception, autonomous driving, and test, and then discuss challenges of intelligent vehicles and recent advances in AI and prospective applications in the future transportation ecosystem, intelligent vehicles in particular.CO EDITOR-IN-CHIEF: Yuan, Shyan-MingASSOCIATE EDITOR: Yuan, Shyan-MingKEYWORDS: Intelligent vehiclesartificial intelligenceautomated vehiclesobject detection Disclosure statementNo potential conflict of interest was reported by the author(s).Additional informationFundingThis work was supported by Anhui Provincial Key Laboratory of Power Electronics and Motion Control, Guangxi Key Laboratory of Trusted Software (kx202016), Key Laboratory of Oceanographic Big Data Mining & Application of Zhejiang Province (obdma202001), and Guangxi Key Laboratory of Hybrid Computation and IC Design Analysis (GXIC20-03).
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来源期刊
Journal of the Chinese Institute of Engineers
Journal of the Chinese Institute of Engineers 工程技术-工程:综合
CiteScore
2.30
自引率
9.10%
发文量
57
审稿时长
6.8 months
期刊介绍: Encompassing a wide range of engineering disciplines and industrial applications, JCIE includes the following topics: 1.Chemical engineering 2.Civil engineering 3.Computer engineering 4.Electrical engineering 5.Electronics 6.Mechanical engineering and fields related to the above.
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