Investigation of Discretionary Lane-Change Characteristics Using Next-Generation Simulation Data Sets

In this article, the atuhors investigate discretionary lane change (DLC) characteristics using Next Generation SIMulation (NGSIM) data sets. They first develop a set of heuristic rules to automatically filter out abnormal samples from a massive trajectory data set and identify DLC trajectories from a mixture of mandatory lane change (MLC) and DLC trajectories. Then, they investigate a variety of DLC characteristics. They demonstrate that the kernel part of every normal DLC trajectory can be approximately depicted by a certain fifth-order polynomial. Moreover, they discuss the definition of begin/end points of DLC actions and show that the duration time of DLC actions follows a log-normal distribution with respect to navigation speed. All the findings can help promote temporal and spatial accuracy of lane changing models.

Language

  • English

Media Info

Subject/Index Terms

Filing Info

  • Accession Number: 01532605
  • Record Type: Publication
  • Files: TRIS
  • Created Date: Jun 24 2014 3:00PM