Skip to main navigation Skip to search Skip to main content

Smart road stud based two-lane traffic surveillance

  • Hua Wang
  • , Wei Quan*
  • , Washington Yotto Ochieng
  • *Corresponding author for this work
  • School of Transportation Science and Engineering, Harbin Institute of Technology
  • Imperial College London

Research output: Contribution to journalArticlepeer-review

Abstract

This paper develops the two-lane traffic surveillance function of a smart road stud (SRS), which has the capabilities of high-resolution traffic data collection and transmission, and a light-based traffic guidance. The SRS addresses the limitations of the current systems with the potential for high performance and usage for a variety of applications. SRS nodes are mounted on the road surface along the lane separation lines instead of the intrusive middle of the lane detection sensors. The key innovation in SRS design is its ability to detect vehicles in two adjacent lanes in real time by employing a three-axis geomagnetic sensor mounting on the lane line, which is the basis of advanced applications such as traffic surveillance, driving guidance, and congestion monitoring. Multiple vehicles are recognized based on the superposition of the disturbance of the geomagnetic fields. Magnetic field changes along the axes are simulated and analyzed with vehicles modeled as magnet dipoles to determine the criteria for the detection of vehicles in adjacent lanes, which are verified by actual waveforms. Extended dual-window and two-lane vehicle detection algorithms are developed, enabling to distinguish five detection scenarios and count vehicles in two lanes. Field test results show that one SRS can detect traffic in adjacent lanes with a correct vehicle detection rate of over 98%, the same level achievable by intrusive middle of the lane detectors. Based on the enhanced features, high performance, cost-effectiveness, and value-added services, the SRS is a significant improvement on the conventional studs for intelligent transport system applications.

Original languageEnglish
Pages (from-to)480-493
Number of pages14
JournalJournal of Intelligent Transportation Systems: Technology, Planning, and Operations
Volume24
Issue number5
DOIs
StatePublished - 2 Sep 2020
Externally publishedYes

Keywords

  • Magnetic sensor
  • road stud
  • smart infrastructure
  • traffic surveillance
  • vehicle detection

Fingerprint

Dive into the research topics of 'Smart road stud based two-lane traffic surveillance'. Together they form a unique fingerprint.

Cite this