• Complex
  • Title
  • Keyword
  • Abstract
  • Scholars
  • Journal
  • ISSN
  • Conference
搜索

Author:

Hu, Weichao (Hu, Weichao.) | Chen, Yanyan (Chen, Yanyan.) (Scholars:陈艳艳) | Xu, Wenxiang (Xu, Wenxiang.) | Mu, Hongzhang (Mu, Hongzhang.)

Indexed by:

SCIE

Abstract:

Autonomous intersection management systems aim to efficiently control connected and autonomous vehicles at urban intersections. However, current driving behavior models face challenges in accurately capturing the distinctive human driver characteristics specific to intersection interactions. This article introduces a human-like driving behavior model based on the driver's risk field (DRF) for intersection scenarios. The DRF represents the driver's belief regarding the likelihood of an event occurring, and the associated cost function is determined by the consequences of said event. A driving simulation experiment was conducted at a signalized intersection to evaluate the model, and the results were compared with a human-like driving behavior model. The results show that the proposed model has a high degree of fit. Furthermore, a statistical analysis of the data distribution demonstrates that the predictions generated by the driver model align closely with the driving behavior observed in the signalized intersection experiment.

Keyword:

Vehicle dynamics Logic Roads Data models Behavioral sciences Vehicles Costs

Author Community:

  • [ 1 ] [Hu, Weichao]Beijing Univ Technol, Sch Metropolitan Transportat, Beijing 100124, Peoples R China
  • [ 2 ] [Chen, Yanyan]Beijing Univ Technol, Sch Metropolitan Transportat, Beijing 100124, Peoples R China
  • [ 3 ] [Xu, Wenxiang]Beihang Univ, Hangzhou Innovat Inst, Hangzhou 310052, Peoples R China
  • [ 4 ] [Mu, Hongzhang]Chinese Acad Sci, Inst Informat Engn, Sch Cyber Secur, Beijing 100093, Peoples R China

Reprint Author's Address:

  • [Chen, Yanyan]Beijing Univ Technol, Sch Metropolitan Transportat, Beijing 100124, Peoples R China;;

Show more details

Related Keywords:

Source :

IEEE INTELLIGENT TRANSPORTATION SYSTEMS MAGAZINE

ISSN: 1939-1390

Year: 2024

Issue: 2

Volume: 17

Page: 95-109

3 . 6 0 0

JCR@2022

Cited Count:

WoS CC Cited Count: 1

SCOPUS Cited Count: 1

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 9

Affiliated Colleges:

Online/Total:843/10642005
Address:BJUT Library(100 Pingleyuan,Chaoyang District,Beijing 100124, China Post Code:100124) Contact Us:010-67392185
Copyright:BJUT Library Technical Support:Beijing Aegean Software Co., Ltd.