calibration of ground-penetrating radar (gpr) for time ... › 2013 › 10 ›...

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Results: Calibration Plotting the distance traveled vs. time traveled by the wave reveals a linear relationship, and its slope is equal to the wave speed through air. Wave speed through air = 286.41 mm/ns Time traveled by the wave from transmitter back to receiver is determined. Zeros were added (padding) until the cross-correlation offset between the sent signal (a Morlet Wave) and the reflection reaches the necessary time difference. Without the added zeros, the time difference between the negative Morlet wave and the reflection in the A-scans would not be accurate. The size of the padding is indicative of the time delay between the sending of the wave and the start of the A-scan. Average time delay = 0.5344 ns This same plot was created for the the concrete test, and a time delay of 1.009 ns was calculated. Calibration of Ground-Penetrating Radar (GPR) for Time-Zero Location and Depth Transformation Results: Application A plot similar to figure 6 was created from the 5 waves generated from the concrete specimen to calculate the wave speed through concrete. This wave speed was then used to convert time to depth. The high percent error for rebar near the surface (23 mm), reveals the inaccuracy of the depth transformation and rebar location for shallow rebar; however, all depths above 35 mm yield results within 5 percent of the actual depth. Conclusions As a result of these experiments, the time-zero location was determined for the constant Morlet Wave, but after observing different time-zero locations between the two tests (time delays of 0.5344 ns and 1.009 ns), it became evident that the time- zero location must be calibrated for each set of scans. After calculating the wave speed through a medium, an accurate depth transformation can be performed to show the exact location of the rebar, defects, and delamination at depths greater than 35 mm. Future Work To continue this research, further exploration of the time-zero location can be conducted through a more exact approximation of the input wave. Also, more testing of shallow-depth rebar can result in a better estimate for the point at which the calculated depths become inaccurate. The methods developed in this research can be applied to bridge decks in the field, and the results can be compared with prior Impulse Response tests. Acknowledgments This research was funded by the Science and Engineering Summer Scholars Program. Credit is due to Thomas Schumacher, the advisor through whom this research was not possible, and to the IMMCI research group for their guidance and support. Jordan Deshon - Summer Scholar; Thomas Schumacher, Ph.D., P.E. - Assistant Professor, Advisor Civil & Environmental Engineering Introduction and Background GPR functions by sending many individual electromagnetic waves into a structure by a transmitter (T). Part of the wave is reflected back and recorded by a receiver (R). A-scans plot the amplitudes of these individual reflected waves. B-scans plot the A-scans next to one another with the amplitude values of the A-scans shown as colors. Objectives Goal 1: To locate a time-zero position of the A-scan. Since the receiver begins recording shortly after the wave is sent, the time-zero position is unknown. Goal 2: To be able to approximate the wave speed through any given medium, which will allow a depth transformation to be performed on the B-scans. Experimental Methodology Test 1: The GPR scanning device was raised incrementally above a steel rebar using wood blocks to calibrate input parameters. Test 2: A concrete specimen with rebar placed at varying depths was scanned and evaluated. Inspection, Monitoring, and Maintenance of Civil Infrastructure (IMMCI) Research Group To Support a Sustainable Civil Infrastructure for the Benefit of Society and the Environment. Figure 4. Photo of the GPR scanner positioned 175 mm above the steel rebar using the 200 mm wood blocks (Test 1). Signal Number: 1 2 3 4 5 Distance Raised (mm): 126 175 226 274 325 Distance Traveled (mm): 255 352.17 453.679 549.39 651.2 Table 1. Distance raised and the calculated distance traveled by signals 1, 2, 3, 4, and 5. Figure 1. The blue line shows a typical A-scan. The red line shows the surface wave. 1200 1400 1600 1800 2000 2200 2400 2600 2800 0 1 2 3 4 5 6 7 8 9 Amplitude Time (ns) Surface Wave Typical A-scan -200 -150 -100 -50 0 50 100 150 200 250 300 0 2 4 6 8 10 Amplitude Time (ns) Without Surface Wave Figure 2. This is the A-scan after the surface wave is subtracted. The black box highlights the reflection. Figure 8. The plots to the right show the negative Morlet Wave and the padded A-scans. Although the location of the reflection shifts right from wave 1 to wave 5, the length of the time delay remains the same. Signal Number: 1 2 3 4 5 Theoretical Time (ns): 0.8903 1.2296 1.58402 1.9182 2.274 Table 2. Calculated reflection times of signals 1, 2, 3, 4, and 5. Bar Number Actual Depth (mm) Calculated Depth (mm) Percent Error 1 48 50 4.17 2 35 35 0 3 23 19 17.4 4 72 72 0 5 60 62 3.33 Table 3. This table shows the difference in actual and calculated depths and their respective percent errors. Reflection Figure 7. The plots show the time between the sent signal and its received reflection for a non-padded and padded A-scan. -600 -400 -200 0 200 400 600 0 2 4 6 8 Amplitude Negative Morlet Wave -600 -400 -200 0 200 400 600 0 2 4 6 8 Amplitude Time (ns) non- Padded A-scan -600 -400 -200 0 200 400 600 0 2 4 6 8 Amplitude Negative Morlet Wave -600 -400 -200 0 200 400 600 0 2 4 6 8 Amplitude Time (ns) Padded A-scan 2.266 ns 1.73 ns Figure 3. B-scan showing steel rebar of varying depths. The red line represents the location of the A-scan shown above. Time (pixels) Horizontal Distance (pixels) -600 -300 0 300 600 0 2 4 6 8 Amplitude Negative Morlet Wave -600 -300 0 300 600 0 2 4 6 8 Amplitude 1 -600 -300 0 300 600 0 2 4 6 8 Amplitude 2 -600 -300 0 300 600 0 2 4 6 8 Amplitude 3 -600 -300 0 300 600 0 2 4 6 8 Amplitude 4 -600 -300 0 300 600 0 2 4 6 8 Amplitude Time (ns) 5 0.5344 ns Figure 6. Distance traveled by the wave vs. time until the first max of the reflected wave. For optimal visualization, the A- scans were amplified linearly and raised vertically by the distance traveled by the wave. y = 286.41x - 93.631 0 100 200 300 400 500 600 700 800 0 1 2 3 4 5 6 7 8 Distance Traveled by Wave (mm) Time (ns) Distance Traveled by Wave vs. Time 651.2 mm 549.4 mm 453.6 mm 352.2 mm 255 mm Signal Reflected Linear (Signal Reflected) Distance Traveled by Wave (mm): Depth of rebar (mm): 48 35 23 72 60 Figure 5. Schematic cross section of the specimen and its rebar placement (Test 2). 1 2 5 4 3 Figure 9. This B-scan shows the same data from figure 3 after it has been corrected by a depth transformation. Figure 10. This B-scan shows the same data from figure 3 after it has been corrected by a depth transformation and the rebar have been more exactly located. Horizontal Distance (mm) Horizontal Distance (mm) Depth (mm) Depth (mm)

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  • Results: Calibration

    • Plotting the distance traveled vs. time traveled by the wave reveals a linear

    relationship, and its slope is equal to the wave speed through air.

    • Wave speed through air = 286.41 mm/ns

    • Time traveled by the wave from transmitter back to receiver is determined.

    • Zeros were added (padding) until the cross-correlation offset between the sent signal

    (a Morlet Wave) and the reflection reaches the necessary time difference.

    • Without the added zeros, the time

    difference between the negative Morlet

    wave and the reflection in the A-scans

    would not be accurate.

    • The size of the padding is indicative of

    the time delay between the sending of

    the wave and the start of the A-scan.

    • Average time delay = 0.5344 ns

    • This same plot was created for the

    the concrete test, and a time delay of

    1.009 ns was calculated.

    Calibration of Ground-Penetrating Radar (GPR) for Time-Zero Location and Depth Transformation

    Results: Application

    • A plot similar to figure 6 was created from the 5 waves generated from the concrete

    specimen to calculate the wave speed through concrete. This wave speed was then

    used to convert time to depth.

    • The high percent error for rebar near the surface (23 mm), reveals the inaccuracy of

    the depth transformation and rebar location for shallow rebar; however, all depths

    above 35 mm yield results within 5 percent of the actual depth.

    Conclusions

    • As a result of these experiments, the time-zero location was determined for the

    constant Morlet Wave, but after observing different time-zero locations between the

    two tests (time delays of 0.5344 ns and 1.009 ns), it became evident that the time-

    zero location must be calibrated for each set of scans.

    • After calculating the wave speed through a medium, an accurate depth

    transformation can be performed to show the exact location of the rebar, defects,

    and delamination at depths greater than 35 mm.

    Future Work

    • To continue this research, further exploration of the time-zero location can be

    conducted through a more exact approximation of the input wave.

    • Also, more testing of shallow-depth rebar can result in a better estimate for the point

    at which the calculated depths become inaccurate.

    • The methods developed in this research can be applied to bridge decks in the field,

    and the results can be compared with prior Impulse Response tests.

    Acknowledgments

    This research was funded by the Science and Engineering Summer Scholars Program.

    Credit is due to Thomas Schumacher, the advisor through whom this research was not

    possible, and to the IMMCI research group for their guidance and support.

    Jordan Deshon - Summer Scholar; Thomas Schumacher, Ph.D., P.E. - Assistant Professor, Advisor

    Civil & Environmental Engineering

    Objectives: To detect (using ultrasonic NDT) any flaws or irregularities within the wood specimens otherwise undetectable by visual means.

    Introduction and Background

    • GPR functions by sending many individual

    electromagnetic waves into a structure by a

    transmitter (T). Part of the wave is reflected

    back and recorded by a receiver (R).

    • A-scans plot the amplitudes of these individual reflected waves.

    • B-scans plot the A-scans next to one another with the amplitude

    values of the A-scans shown as colors.

    Objectives

    • Goal 1: To locate a time-zero position

    of the A-scan. Since the receiver begins recording shortly

    after the wave is sent, the time-zero position is unknown.

    • Goal 2: To be able to approximate the wave speed

    through any given medium, which will allow a depth

    transformation to be performed on the B-scans.

    Experimental Methodology

    • Test 1: The GPR scanning device was raised incrementally above a steel rebar

    using wood blocks to calibrate input parameters.

    • Test 2: A concrete specimen with rebar placed at varying depths was scanned and

    evaluated.

    Inspection, Monitoring, and Maintenance of Civil Infrastructure (IMMCI) Research Group – To Support a Sustainable Civil Infrastructure for the Benefit of

    Society and the Environment.

    Figure 4. Photo of the GPR scanner positioned 175

    mm above the steel rebar using the 200 mm wood

    blocks (Test 1).

    Signal Number: 1 2 3 4 5

    Distance Raised (mm): 126 175 226 274 325

    Distance Traveled (mm): 255 352.17 453.679 549.39 651.2

    Table 1. Distance

    raised and the

    calculated distance

    traveled by signals 1,

    2, 3, 4, and 5.

    Figure 1. The blue line shows a typical A-scan. The red

    line shows the surface wave.

    1200

    1400

    1600

    1800

    2000

    2200

    2400

    2600

    2800

    0 1 2 3 4 5 6 7 8 9

    Am

    pli

    tud

    e

    Time (ns)

    SurfaceWave

    TypicalA-scan

    -200

    -150

    -100

    -50

    0

    50

    100

    150

    200

    250

    300

    0 2 4 6 8 10

    Am

    pli

    tud

    e

    Time (ns)

    WithoutSurfaceWave

    Figure 2. This is the A-scan after the surface wave is

    subtracted. The black box highlights the reflection.

    Figure 8. The plots to the right show the negative

    Morlet Wave and the padded A-scans. Although

    the location of the reflection shifts right from wave

    1 to wave 5, the length of the time delay remains

    the same.

    Signal Number: 1 2 3 4 5

    Theoretical Time (ns): 0.8903 1.2296 1.58402 1.9182 2.274

    Table 2. Calculated reflection

    times of signals 1, 2, 3, 4, and 5.

    Bar Number Actual Depth (mm) Calculated Depth (mm) Percent Error

    1 48 50 4.17

    2 35 35 0

    3 23 19 17.4

    4 72 72 0

    5 60 62 3.33

    Table 3. This table

    shows the difference in

    actual and calculated

    depths and their

    respective percent errors.

    Reflection

    Figure 7. The plots show the time between the sent

    signal and its received reflection for a non-padded

    and padded A-scan.

    -600

    -400

    -200

    0

    200

    400

    600

    0 2 4 6 8

    Am

    pli

    tud

    e

    NegativeMorletWave

    -600

    -400

    -200

    0

    200

    400

    600

    0 2 4 6 8

    Am

    pli

    tud

    e

    Time (ns)

    non-PaddedA-scan

    -600

    -400

    -200

    0

    200

    400

    600

    0 2 4 6 8

    Am

    pli

    tud

    e

    NegativeMorletWave

    -600

    -400

    -200

    0

    200

    400

    600

    0 2 4 6 8

    Am

    pli

    tud

    e

    Time (ns)

    PaddedA-scan

    2.266 ns 1.73 ns

    Figure 3. B-scan showing

    steel rebar of varying

    depths. The red line

    represents the location of

    the A-scan shown above.

    Tim

    e (

    pix

    els

    )

    Horizontal Distance (pixels)

    -600

    -300

    0

    300

    600

    0 2 4 6 8

    Am

    pli

    tud

    e

    NegativeMorletWave

    -600

    -300

    0

    300

    600

    0 2 4 6 8

    Am

    pli

    tud

    e

    1

    -600

    -300

    0

    300

    600

    0 2 4 6 8

    Am

    pli

    tud

    e

    2

    -600

    -300

    0

    300

    600

    0 2 4 6 8

    Am

    pli

    tud

    e

    3

    -600

    -300

    0

    300

    600

    0 2 4 6 8

    Am

    pli

    tud

    e

    4

    -600

    -300

    0

    300

    600

    0 2 4 6 8

    Am

    pli

    tud

    e

    Time (ns)

    5

    0.5344 ns

    Figure 6. Distance

    traveled by the wave

    vs. time until the first

    max of the reflected

    wave. For optimal

    visualization, the A-

    scans were amplified

    linearly and raised

    vertically by the

    distance traveled by

    the wave. y = 286.41x - 93.631

    0

    100

    200

    300

    400

    500

    600

    700

    800

    0 1 2 3 4 5 6 7 8

    Dis

    tan

    ce T

    ravele

    d b

    y W

    ave (

    mm

    )

    Time (ns)

    Distance Traveled by Wave vs. Time

    651.2 mm

    549.4 mm

    453.6 mm

    352.2 mm

    255 mm

    Signal Reflected

    Linear (SignalReflected)

    Distance Traveled

    by Wave (mm):

    Depth of rebar (mm):

    48 35 23 72 60

    Figure 5. Schematic cross section of the specimen

    and its rebar placement (Test 2).

    1 2 5 4 3

    Figure 9. This B-scan shows the same data from figure

    3 after it has been corrected by a depth transformation.

    Figure 10. This B-scan shows the same data from figure

    3 after it has been corrected by a depth transformation

    and the rebar have been more exactly located.

    Horizontal Distance (mm) Horizontal Distance (mm)

    Dep

    th (

    mm

    )

    Dep

    th (

    mm

    )