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Calibration of automatic performance measures - speed and volume data : volume 1, evaluation of the accuracy of traffic volume counts collected by microwave sensors.
  • Published Date:
    2015-09-01
  • Language:
    English
Filetype[PDF-2.21 MB]


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  • Abstract:
    Over the past few years, the Utah Department of Transportation (UDOT) has developed a system called the

    Signal Performance Metrics System (SPMS) to evaluate the performance of signalized intersections. This system

    currently provides data summaries for several performance measures including: 1) Purdue Coordination Diagram, 2)

    Speed, 3) Approach Volume, 4) Purdue Phase Termination Charts, 5) Split Monitor, 6) Turning Movement Volume

    Counts, 7) Arrivals on Red, and 8) Approach Delay. There is a need to know the accuracy of the data that are being

    collected by the Wavetronix SmartSensor Matrix and displayed in the SPMS. The TAC members determined that

    the following factors would affect the accuracy of radar-based traffic sensors the most: sensor position, number of

    approach lanes, and volume level. The speed limit factor was added to the study after most of the data collection

    was completed. The purpose of this research was to collect data at various intersections to determine the accuracy

    of the data collected by the Wavetronix SmartSensor Matrix. A Mixed Model Analysis of Variance (ANOVA) was

    employed to analyze the effects that each factor had on the accuracy of the traffic volume count. A total of 14 tests

    were performed to examine the effects of the factors on traffic volume count accuracy. The sensor position factor

    was not found to be a statistically significant factor affecting the accuracy of traffic volume counts. The effect of

    speed limit on traffic volume count accuracy was determined to be inconclusive due to the lack of samples to be

    tested. The remaining, volume level and number of approach lanes, were found to have a statistically significant

    effect on the accuracy of traffic volume counts. Based on these two factors, a table of accuracy ranges was created

    to meet the needs of UDOT to present accuracy ranges on the SPMS website. This table includes the mean, 95

    percent confidence interval of the mean, standard deviation, number of samples, and the minimum number of

    samples needed. In general the sensor provides accuracy level that is ready for practical use by traffic engineers.

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