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Evaluating Reliability of Autonomous Transportation System Architecture with Functional Logic Tree

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

Abstract

With the wide application of artificial intelligence technology in the field of transportation, transportation systems are developing toward autonomy. Autonomous transportation system (ATS) architecture is an abstract description of the functions, logic, and physical components of the future ATS. The reliability evaluation of ATS architecture is an effective means to ensure the reliable operation of ATS. Starting from the functional architecture of ATS, we combine the logical and physical architecture of the system and construct the functional logic tree of ATS architecture based on the fault tree method, and then evaluate the reliability of ATS architecture. Taking the architecture of the vehicle environment awareness sub-service (VEAS) in driverless intersection scenes as an example, the simulation results show that this method not only can evaluate the overall reliability of ATS architecture but also evaluate the importance of its physical components to the overall reliability of the architecture.

Original languageEnglish
Title of host publicationCICTP 2023
Subtitle of host publicationInnovation-Empowered Technology for Sustainable, Intelligent, Decarbonized, and Connected Transportation - Proceedings of the 23rd COTA International Conference of Transportation Professionals
EditorsYanyan Chen, Jianming Ma, Guohui Zhang, Haizhong Wang, Lijun Sun, Zhengbing He
PublisherAmerican Society of Civil Engineers (ASCE)
Pages327-336
Number of pages10
ISBN (Electronic)9780784484869
DOIs
StatePublished - 2023
Externally publishedYes
Event23rd COTA International Conference of Transportation Professionals: Innovation-Empowered Technology for Sustainable, Intelligent, Decarbonized, and Connected Transportation, CICTP 2023 - Beijing, China
Duration: 14 Jul 202317 Jul 2023

Publication series

NameCICTP 2023: Innovation-Empowered Technology for Sustainable, Intelligent, Decarbonized, and Connected Transportation - Proceedings of the 23rd COTA International Conference of Transportation Professionals

Conference

Conference23rd COTA International Conference of Transportation Professionals: Innovation-Empowered Technology for Sustainable, Intelligent, Decarbonized, and Connected Transportation, CICTP 2023
Country/TerritoryChina
CityBeijing
Period14/07/2317/07/23

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