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VII data use analysis and processing (DUAP) : final project report (phase II).
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VII data use analysis and processing (DUAP) : final project report (phase II).
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  • Abstract:
    This report covers several key subjects related to the generation of IntelliDriveSM probe vehicle data and use of this data in

    application of interest to state departments of transportation and local public transportation agencies. The evaluations

    conducted as part of this project are primarily based on the probe vehicle data collection system that was deployed by the U.S.

    Department of Transportation (USDOT) around Novi, Michigan, in 2008 for its Vehicle‐Infrastructure Integration (VII) Proof‐of‐

    Concept (POC) test program. This system was designed around the use of the 5.9‐GHz Dedicated Short Range Communication

    (DSRC) wireless protocol to enable vehicles to communicate with Roadside Equipment (RSE). The generation of snapshots

    further followed the protocols defined within the SAE J2735 DSRC Message Set standard.

    Following a general introduction in Chapter 1, Chapter 2 briefly reviews the protocols that were used to generate and retrieve

    probe vehicle snapshots, while Chapter 3 presents a general evaluation of the POC test data that were accumulated during the

    2008 test program. This is followed by a presentation in Chapter 4 of the evaluation framework of the current project. This

    presentation includes an overview of the envisioned DUAP system and descriptions of project stakeholders, potential data

    sources, supporting technologies, applications of interests, and potential operational constraints. Chapter 5 then presents a

    general description of the Paramics IntelliDriveSM virtual simulator that is used to conduct some of the subsequent evaluations.

    While the initial POC test program aimed to evaluate data collection capabilities across a range of application, this program

    was significantly shortened due to various technical issues. This resulted in incomplete data collection and partial application

    designs that were insufficient to complete the initial project deliverables associated without rely on simulation. Chapter 6

    then examines the effects of snapshot generation protocols and privacy policies on data latency, data quality, and the ability

    to track vehicles over short distances. Chapter 7 follows with a mapping of application data needs and general descriptions of

    processes required to convert raw probe data into useful information, while Chapter 8 evaluates how basic traffic flow

    performance measures (flow rates, flow density, travel times, speed profiles, queue parameters) can be estimated from probe

    data in systems featuring full and partial proportions of probe vehicles. Chapter 9 further develops a concept of operations for

    an enhanced traffic monitoring system incorporating probe vehicle and other data sources, while Chapter 10 investigates

    various issues that must be considered when developing application deployment plans. Chapters 11, 12 and 13 finally present

    a summary of primary findings, lessons learned and recommendations for future work.

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