Use of Probe Data for Arterial Roadway Travel Time Estimation and Freeway Medium-term Travel Time Prediction

Urban traffic congestion is a problem that plagues many cities in the United States. One approach to alleviating this congestion is to provide drivers with better travel time information so that they can make better departure time and routing decisions. This research project focuses on two efforts: (1) validating the use of probe data to estimate arterial travel times and (2) validating and developing techniques to predict freeway travel times over a two to four-hour window. With regards to arterial travel time estimation the objective is two-fold. The first goal is a comprehensive validation of INRIX arterial probe data. In the validation the variability and reliability of arterial data in different corridors equipped with permanent and portable Bluetooth detectors will be studied under different traffic conditions. The second objective is to develop a methodology for augmenting INRIX data with other data sources in order to improve the data quality. With regards to freeway travel time prediction the objective is also two-fold. The first objective is to validate existing medium-term travel time prediction algorithms along one or two corridors in the state of Virginia. The second objective is to enhance the medium-term prediction accuracy using various artificial intelligence and traffic modeling techniques. Please submit a proposal with the following headings, at a minimum. Additional headings and information may be provided.

    Language

    • English

    Project

    • Status: Active
    • Funding: $440000.00
    • Contract Numbers:

      DTRT12-UTC03

      MAUTC-2013-05

    • Sponsor Organizations:

      Mid-Atlantic Universities Transportation Center

      Pennsylvania State University
      201 Transportation Research Building
      University Park, PA  United States  16802-4710
    • Performing Organizations:

      Virginia Polytechnic Institute and State University, Blacksburg

      Virginia Tech Transportation Institute
      3500 Transportation Research Plaza
      Blacksburg, VA  United States  24061
    • Principal Investigators:

      Rakha, Hesham

    • Start Date: 20130701
    • Expected Completion Date: 0
    • Actual Completion Date: 20141231
    • Source Data: RiP Project 34080

    Subject/Index Terms

    Filing Info

    • Accession Number: 01479785
    • Record Type: Research project
    • Source Agency: Mid-Atlantic Universities Transportation Center
    • Contract Numbers: DTRT12-UTC03, MAUTC-2013-05
    • Files: UTC, RiP
    • Created Date: Apr 25 2013 1:00AM