CASIA OpenIR  > 学术期刊  > Machine Intelligence Research
A Review and Outlook on Predictive Cruise Control of Vehicles and Typical Applications Under Cloud Control System
Bolin Gao1; Keke Wan1,2; Qien Chen1,3; Zhou Wang1,4; Rui Li1,2; Yu Jiang1,2; Run Mei1,4; Yinghui Luo2; Keqiang Li1
Source PublicationMachine Intelligence Research
ISSN2731-538X
2023
Volume20Issue:5Pages:614-639
Abstract

With the application of mobile communication technology in the automotive industry, intelligent connected vehicles equipped with communication and sensing devices have been rapidly promoted. The road and traffic information perceived by intelligent vehicles has important potential application value, especially for improving the energy-saving and safe-driving of vehicles as well as the efficient operation of traffic. Therefore, a type of vehicle control technology called predictive cruise control (PCC) has become a hot research topic. It fully taps the perceived or predicted environmental information to carry out predictive cruise control of vehicles and improves the comprehensive performance of the vehicle-road system. Most existing reviews focus on the economical driving of vehicles, but few scholars have conducted a comprehensive survey of PCC from theory to the status quo. In this paper, the methods and advances of PCC technologies are reviewed comprehensively by investigating the global literature, and typical applications under a cloud control system (CCS) are proposed. Firstly, the methodology of PCC is generally introduced. Then according to typical scenarios, the PCC-related research is deeply surveyed, including freeway and urban traffic scenarios involving traditional vehicles, new energy vehicles, intelligent vehicles, and multi-vehicle platoons. Finally, the general architecture and three typical applications of the cloud control system (CCS) on PCC are briefly introduced, and the prospect and future trends of PCC are proposed.

KeywordPredictive cruise control (PCC), cloud control system (CCS), cooperative control, efficient operation, intelligent connected vehicle
DOI10.1007/s11633-022-1395-3
Language英语
Sub direction classification其他
planning direction of the national heavy laboratory其他
Paper associated data
Chinese guidehttps://mp.weixin.qq.com/s/xS9wIlhJONHqgispQOv3HQ
Video parsinghttps://www.bilibili.com/video/BV1QE421T7vq/
Citation statistics
Cited Times:3[WOS]   [WOS Record]     [Related Records in WOS]
Document Type期刊论文
Identifierhttp://ir.ia.ac.cn/handle/173211/55999
Collection学术期刊_Machine Intelligence Research
Affiliation1.School of Vehicle and Mobility, Tsinghua University, Beijing 100084, China
2.College of Engineering, China Agricultural University, Beijing 100083, China
3.School of Electromechanical Engineering, Guangdong University of Technology, Guangzhou 510006, China
4.School of Mechanical and Electrical Engineering, Wuhan University of Technology, Wuhan 430070, China
Recommended Citation
GB/T 7714
Bolin Gao,Keke Wan,Qien Chen,et al. A Review and Outlook on Predictive Cruise Control of Vehicles and Typical Applications Under Cloud Control System[J]. Machine Intelligence Research,2023,20(5):614-639.
APA Bolin Gao.,Keke Wan.,Qien Chen.,Zhou Wang.,Rui Li.,...&Keqiang Li.(2023).A Review and Outlook on Predictive Cruise Control of Vehicles and Typical Applications Under Cloud Control System.Machine Intelligence Research,20(5),614-639.
MLA Bolin Gao,et al."A Review and Outlook on Predictive Cruise Control of Vehicles and Typical Applications Under Cloud Control System".Machine Intelligence Research 20.5(2023):614-639.
Files in This Item: Download All
File Name/Size DocType Version Access License
MIR-2022-08-255.pdf(12630KB)期刊论文出版稿开放获取CC BY-NC-SAView Download
Related Services
Recommend this item
Bookmark
Usage statistics
Export to Endnote
Google Scholar
Similar articles in Google Scholar
[Bolin Gao]'s Articles
[Keke Wan]'s Articles
[Qien Chen]'s Articles
Baidu academic
Similar articles in Baidu academic
[Bolin Gao]'s Articles
[Keke Wan]'s Articles
[Qien Chen]'s Articles
Bing Scholar
Similar articles in Bing Scholar
[Bolin Gao]'s Articles
[Keke Wan]'s Articles
[Qien Chen]'s Articles
Terms of Use
No data!
Social Bookmark/Share
File name: MIR-2022-08-255.pdf
Format: Adobe PDF
All comments (0)
No comment.
 

Items in the repository are protected by copyright, with all rights reserved, unless otherwise indicated.