Research on the accuracy analysis method of intelligent driving simulation test data

  • Yingdong Zheng
  • , Zhiqiang Zhang
  • , Xiaojun Yu*
  • , Ge Qu
  • *Corresponding author for this work

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

Abstract

Compared with the closed site and open road test, the simulation test is easier to realize the high mileage acceleration test extreme scenario test, and the test parameters can be flexibly changed, which is very suitable for the verification requirements of the intelligent driving system with high dynamic and high randomness, and is an important part of the intelligent driving test method system. In the practical application, it is significant to prove that the simulation test accurately reduces the real vehicle test. However, there is no correlation analysis method of intelligent driving system simulation and real vehicle test data to support the accuracy analysis of simulation tests. This paper proposes a correlation analysis method of intelligent driving system simulation and real vehicle test data, analyzes the correlation between simulation and real vehicle test based on the pedestrian collision warning system test, and verifies the feasibility of the method.

Original languageEnglish
Title of host publicationNinth International Conference on Electromechanical Control Technology and Transportation, ICECTT 2024
EditorsJinsong Wu, Jinsong Wu, Azanizawati Ma'aram
PublisherSPIE
ISBN (Electronic)9781510682399
DOIs
Publication statusPublished - 2024
Externally publishedYes
Event9th International Conference on Electromechanical Control Technology and Transportation, ICECTT 2024 - Guilin, China
Duration: 24 May 202426 May 2024

Publication series

NameProceedings of SPIE - The International Society for Optical Engineering
Volume13251
ISSN (Print)0277-786X
ISSN (Electronic)1996-756X

Conference

Conference9th International Conference on Electromechanical Control Technology and Transportation, ICECTT 2024
Country/TerritoryChina
CityGuilin
Period24/05/2426/05/24

Keywords

  • Accuracy analysis
  • Randomness
  • Real vehicle
  • Simulation test

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