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Trajectory Planning of Autonomous Driving Vehicles Based on Road-Vehicle Fusion

  • Beihang University

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

With the development of artificial intelligence and communication technology, road-vehicle fusion technology has become the trend of future traffic development. High-precision trajectory planning is required for the operation of autonomous driving vehicles. This paper focus on the trajectory planning problem for autonomous vehicles driving in the region where objects are occluded. At first, the space-time map and Frenet coordinate system of the road are established. Through cooperative perception between the autonomous driving vehicles and infrastructure system, the platform of road analyzes the potential risks. Hybrid A*path planning improved for the speed planning generates the optimal trajectory. The proposed framework is implemented through simulations in accident-prone scenarios in this paper. The simulation results show that the trajectory and speed smoothness of the autonomous driving vehicle is improved, and the driving safety of the autonomous driving vehicle is enhanced in the road-vehicle sensing cooperative system.

Original languageEnglish
Title of host publicationCICTP 2020
Subtitle of host publicationTransportation Evolution Impacting Future Mobility - Selected Papers from the 20th COTA International Conference of Transportation Professionals
EditorsHeng Wei, Haizhong Wang, Lei Zhang, Yisheng An, Xiangmo Zhao
PublisherAmerican Society of Civil Engineers (ASCE)
Pages816-828
Number of pages13
ISBN (Electronic)9780784483053
StatePublished - 2020
Event20th COTA International Conference of Transportation Professionals: Transportation Evolution Impacting Future Mobility, CICTP 2020 - Xi'an, China
Duration: 14 Aug 202016 Aug 2020

Publication series

NameCICTP 2020: Transportation Evolution Impacting Future Mobility - Selected Papers from the 20th COTA International Conference of Transportation Professionals

Conference

Conference20th COTA International Conference of Transportation Professionals: Transportation Evolution Impacting Future Mobility, CICTP 2020
Country/TerritoryChina
CityXi'an
Period14/08/2016/08/20

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