Discretionary lane-changing behavior: empirical validation for one realistic rule-based model

Cheng Jie Jin, Victor L. Knoop, Dawei Li, Ling Yu Meng, Hao Wang

Research output: Contribution to journalArticleScientificpeer-review

4 Citations (Scopus)
24 Downloads (Pure)

Abstract

In this paper, we discuss the mechanisms for discretionary lane-changing behavior in traffic flow. NGSIM video data are used to check the validity of different lane-changing rules, and 373 lane changes at 4 locations in US-101 highway are analyzed. We find that the classical lane-changing rules of rule-based model cannot explain many cases in the empirical dataset. Therefore, we propose one new decision rule, comparing the position after a time horizon of several seconds without a lane-change. This rule can be described as “to have a further position within 9 seconds”. The tests on NGSIM data show that this rule can explain most (76%) of the lane-changing cases. Besides, some data when lane changes do not occur are also studied. We find that most (81%) of non-lane-changing vehicles do not fulfill the new rule. Thus, it can be considered as one sufficient and necessary condition for discretionary lane-changing.

Original languageEnglish
Pages (from-to)1-19
Number of pages19
JournalTransportmetrica A: Transport Science
DOIs
Publication statusE-pub ahead of print - 24 Apr 2018

Keywords

  • Discretionary lane change
  • lane-changing model
  • NGSIM data
  • non-lane-changing vehicles
  • rule-based model

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