25 results on '"PIPE DETECTION"'
Search Results
2. Polarimetric Chaotic Ground Penetrating Radar for Underground Pipes Detection.
- Author
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Li, Jingxia, Zhang, Ning, Xu, Hang, Wang, Bingjie, Liu, Li, and Zhao, Mingrui
- Abstract
A polarimetric chaotic ground penetrating radar (GPR) is proposed to improve the detection accuracy of underground pipes. In this radar system, the chaotic signal is used as the probe signal and the multi-polarization detection mode is employed to gather the GPR data. Furthermore, the laplacian pyramid algorithm is applied to fuse multi-polarization components. The simulations demonstrate that by using the polarization chaotic GPR, the pipe responses are enhanced and their shape and distribution can be accurately obtained. Here, the information entropy, average gradient, spatial frequency, and standard deviation are introduced to quantitatively evaluate the imaging results. The corresponding experiment is consistent with the simulation. Additionally, to verify the performance of the polarimetric chaotic GPR, we compare the polarimetric chaotic GPR with the polarimetric stepped frequency continuous wave GPR. The experimental results show that the proposed radar improves the detection accuracy and enlarges the detection range. [ABSTRACT FROM AUTHOR]
- Published
- 2022
- Full Text
- View/download PDF
3. Spatial transformation model and equations of detecting arms of wheel-type robot in cylindrical pipe
- Author
-
Fang, Yuanjin, Yang, Feng, Dong, Zhifeng, Ceccarelli, Marco, Series Editor, Hernandez, Alfonso, Editorial Board Member, Huang, Tian, Editorial Board Member, Takeda, Yukio, Editorial Board Member, Corves, Burkhard, Editorial Board Member, Agrawal, Sunil, Editorial Board Member, and Uhl, Tadeusz, editor
- Published
- 2019
- Full Text
- View/download PDF
4. Detection of Arbitrary Frequency Ultrasonic Guided Wave Signals Based on the Time-Shift Duffing Oscillator
- Author
-
Jing Wu, Jinghua Cai, Yan Wang, Haoran Liang, Zhongming Liu, and Hongwei Ma
- Subjects
Duffing oscillator ,ultrasonic guided waves ,pipe detection ,variable scale and resampling ,Electrical engineering. Electronics. Nuclear engineering ,TK1-9971 - Abstract
Low detection accuracy and narrow detection range are observed when detecting weak guided wave signals with the Duffing oscillator as a result of a limited frequency band. In order to solve these problems, we proposed a detection method for detecting weak ultrasonic guided waves of arbitrary frequency based on a defect detection method using the Duffing oscillator scanned by a moving window and combined with variable scale and resampling. In this paper, the proposed method by examining the defect echo signals collected on steel pipe samples and detecting ultrasonic guided wave signals excited by arbitrary frequency was effectively validated. Experiment results show that the proposed approach can be used to detect guided wave signals of arbitrary frequency and arbitrary sampling step size with the fixed system. It is very important for expanding the range of defect detection in pipes with guided ultrasonic waves and improving the sensitivity for detecting small defects in engineering applications.
- Published
- 2021
- Full Text
- View/download PDF
5. 格雷互补码雷达实现地下管线的高信杂比探测.
- Author
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刘洋, 李静霞, 郭甜, 王冰洁, 徐航, and 刘丽
- Subjects
GROUND penetrating radar ,PULSE modulation ,BURIED pipes (Engineering) ,RADAR ,PROBLEM solving ,PIPE - Abstract
Copyright of Systems Engineering & Electronics is the property of Journal of Systems Engineering & Electronics Editorial Department and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)
- Published
- 2020
- Full Text
- View/download PDF
6. Development of a wholly flexible surface wave electromagnetic acoustic transducer for pipe inspection.
- Author
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Liu, Zenghua, Li, Aili, Wu, Bin, and He, Cunfu
- Subjects
- *
ACOUSTIC transducers , *ACOUSTIC surface waves , *MAGNETS , *SUPERCONDUCTING magnets , *RUBBER powders , *STRUCTURAL health monitoring , *MAGNETIC flux density , *PERMANENT magnets - Abstract
Electromagnetic acoustic transducers (EMATs) have been widely applied in nondestructive testings and structural health monitoring. This paper proposes a flexible surface wave electromagnetic acoustic transducer (FSW-EMAT), which uses flexible rubber magnets instead of hard permanent magnets, in order to achieve the defects detection of steel pipe or other ferromagnetic structures with a certain surface curvature. Traditional EMATs mainly consist of three parts: magnet, coil and metal specimen to be tested. Permanent magnets or electromagnets are generally used to produce the strong magnetic flux density. However, the two kinds of magnets are not suitable for the defect detection of metal specimens with a certain curvature. The proposed FSW-EMAT in this paper adopts a flexible magnet, which is a mixture of rubber and iron powder and has strong flexibility to fit the bent specimen. The proposed FSW-EMAT can be easily applied in the testing of curved structural component and detect axial and circumferential defects by rotating the transducer. [ABSTRACT FROM AUTHOR]
- Published
- 2020
- Full Text
- View/download PDF
7. Superimposed imaging of acoustic wave reflections for the detection of underground nonmetallic pipelines.
- Author
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Cui, Xiwang, Gao, Yan, Muggleton, Jennifer, and Liu, Yuyou
- Subjects
- *
ACOUSTIC reflection , *UNDERGROUND pipelines , *ACOUSTIC imaging , *ACOUSTIC wave propagation , *ELASTIC wave propagation , *ELASTIC waves , *ACOUSTIC radiators - Abstract
Due to the non-conductive and non-magnetic properties, nonmetallic pipelines are difficult to be detected by traditional pipe location technologies. This paper presents a superimposed imaging method of acoustic wave reflections for pipe location, which operates on the propagation of elastic waves. The propagation and attenuation model of elastic waves in soil are constructed according to the geometric relationship between the acoustic source, geophone array and pipelines. The two-dimensional and three-dimensional acoustic field diagrams of underground pipeline are generated by superimposed imaging of the cross-correlation coefficients between the signals from the sound source and geophone array, with the attenuation caused by hysteretic damping and geometric dissipation considered in the imaging process. In order to suppress clutter interference on the imaging results, the strategy of 'multi-point transmit, multi-point receive and cross-correlation coefficient superposition' is adopted. In the simulation, comparison is made to demonstrate the influences of different excitation sources on the detection imaging results, including the single frequency signal, multi-frequency signal, Gaussian pulse signal and sweep signal. It is found that the excitation signals with rich frequency components are more conducive to improving the resolution of detection images. The effectiveness of the proposed imaging method is further verified in the experimental work, which may be beneficial for the visualization and determination of the location, depth and orientation of underground non-metallic pipelines. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
8. A High Signal–Noise Ratio UWB Radar for Buried Pipe Location Using Golay Complementary Sequences.
- Author
-
Li, Jingxia, Liu, Yang, Xu, Hang, Wang, Bingjie, Liu, Li, and Chen, Xinpeng
- Subjects
ULTRA-wideband radar ,BURIED pipes (Engineering) ,PLASTIC pipe ,GROUND penetrating radar ,PIPE ,RADAR - Abstract
A Golay-based ultra wideband ground penetrating for underground pipes location is proposed and experimentally demonstrated. Golay complementary codes with the code length of 1024 and frequency of 1 GHz are used as the probe signals. The two-dimensional image of the buried pipes is achieved by a correlation method and a back-projection algorithm. The experimental results show that both the plastic pipe and metallic pipe can be located with a range resolution of 10 cm. Furthermore, as the Golay complementary sequences are a pair of complementary sequences, the sum of their correlation function yields twice the value of the peak at the target position and zero elsewhere. Thus, compared with the stepped frequency signal radar or chaotic signal radar, the Golay-based radar can significantly improve the signal–noise ratio and has the capability of deep detection. [ABSTRACT FROM AUTHOR]
- Published
- 2019
- Full Text
- View/download PDF
9. Georeferencing of Multi-Channel GPR—Accuracy and Efficiency of Mapping of Underground Utility Networks
- Author
-
Marta Gabryś and Łukasz Ortyl
- Subjects
ground penetrating radar ,multi-channel GPR ,underground utility ,pipe detection ,Science - Abstract
Due to the capabilities of non-destructive testing of inaccessible objects, GPR (Ground Penetrating Radar) is used in geology, archeology, forensics and increasingly also in engineering tasks. The wide range of applications of the GPR method has been provided by the use of advanced technological solutions by equipment manufacturers, including multi-channel units. The acquisition of data along several profiles simultaneously allows time to be saved and quasi-continuous information to be collected about the subsurface situation. One of the most important aspects of data acquisition systems, including GPR, is the appropriate methodology and accuracy of the geoposition. This publication aims to discuss the results of GPR measurements carried out using the multi-channel Leica Stream C GPR (IDS GeoRadar Srl, Pisa, Italy). The significant results of the test measurement were presented the idea of which was to determine the achievable accuracy depending on the georeferencing method using a GNSS (Global Navigation Satellite System) receiver, also supported by time synchronization PPS (Pulse Per Second) and a total station. Methodology optimization was also an important aspect of the discussed issue, i.e., the effect of dynamic changes in motion trajectory on the positioning accuracy of echograms and their vectorization products was also examined. The standard algorithms developed for the dedicated software were used for post-processing of the coordinates and filtration of echograms, while the vectorization was done manually. The obtained results provided the basis for the confrontation of the material collected in urban conditions with the available cartographic data in terms of the possibility of verifying the actual location of underground utilities. The urban character of the area limited the possibility of the movement of Leica Stream C due to the large size of the instrument, however, it created the opportunity for additional analyses, including the accuracy of different location variants around high-rise buildings or the agreement of the amplitude distribution at the intersection of perpendicular profiles.
- Published
- 2020
- Full Text
- View/download PDF
10. Detection of Arbitrary Frequency Ultrasonic Guided Wave Signals Based on the Time-Shift Duffing Oscillator
- Author
-
Hongwei Ma, Yan Wang, Liu Zhongming, Jinghua Cai, Jing Wu, and Haoran Liang
- Subjects
Physics ,Guided wave testing ,General Computer Science ,Frequency band ,Acoustics ,General Engineering ,Duffing equation ,TK1-9971 ,Time–frequency analysis ,Fractal ,Sampling (signal processing) ,variable scale and resampling ,Duffing oscillator ,General Materials Science ,Ultrasonic sensor ,Electrical engineering. Electronics. Nuclear engineering ,Sensitivity (control systems) ,ultrasonic guided waves ,pipe detection - Abstract
Low detection accuracy and narrow detection range are observed when detecting weak guided wave signals with the Duffing oscillator as a result of a limited frequency band. In order to solve these problems, we proposed a detection method for detecting weak ultrasonic guided waves of arbitrary frequency based on a defect detection method using the Duffing oscillator scanned by a moving window and combined with variable scale and resampling. In this paper, the proposed method by examining the defect echo signals collected on steel pipe samples and detecting ultrasonic guided wave signals excited by arbitrary frequency was effectively validated. Experiment results show that the proposed approach can be used to detect guided wave signals of arbitrary frequency and arbitrary sampling step size with the fixed system. It is very important for expanding the range of defect detection in pipes with guided ultrasonic waves and improving the sensitivity for detecting small defects in engineering applications.
- Published
- 2021
- Full Text
- View/download PDF
11. Application of the Curvelet Transform for Clutter and Noise Removal in GPR Data.
- Author
-
Terrasse, Guillaume, Nicolas, Jean-Marie, Trouve, Emmanuel, and Drouet, Emeline
- Abstract
This paper presents a new method based on the curvelet transform to improve the readability of ground penetrating radar (GPR) data during localization works of buried pipes. The localization is achieved by the detection of hyperbolas in the GPR cross section, also called B-scan. However, GPR antenna collects abundant information from the ground, which can partially hide useful information, especially echoes from the pipes (i.e., hyperbolas). In order to highlight these echoes, it is important to reduce noise and to remove undesirable items such as the clutter and column artifacts. For this purpose, we propose to use the curvelet transform in a three processing step method: clutter, noise, and column artifact removal. Thanks to prior information on the distribution of the coefficients and on the orientation of the clutter and artifacts, we are able to reduce them in the B-scan. These steps can be used independently giving more flexibility to the operator. Moreover, the processing is fast to compute and requires only one easily tunable parameter. This is appropriate for a computation in real-time by nonexpert operators. Our method has been applied to real data acquired on a test area and under real conditions. We show the proposed method presents satisfying qualitative and quantitative results compared to other methods. [ABSTRACT FROM PUBLISHER]
- Published
- 2017
- Full Text
- View/download PDF
12. 3D Mapping of Buried Pipes in Multi-Channel GPR Data
- Author
-
N. Karle, M. Boldt, A. Thiele, and U. Thoennessen
- Subjects
Ground Penetrating Radar (GPR) ,3D mapping ,multi-channel system ,pipe detection ,image processing - Abstract
Ground Penetrating Radar (GPR) allows a non-destructive analysis of the subsurface by using electromagnetic waves. GPR is used in application fields such as archeology and civil engineering, where the detection of buried objects is in demand. Such objects, e.g. pipes, lead to a disturbance of the propagation of the radar signal in the underground. A manual detection of disturbing objects can be both time-consuming and tedious, depending on the number of GPR images to be investigated. Hence, automatic methods should be considered. In this study, an object-oriented image analysis approach for the automatic detection and mapping of buried pipes is presented and evaluated. As dataset, measurements of the multi-channel system Stream C are considered.
- Published
- 2022
- Full Text
- View/download PDF
13. Utility detection and positioning on the urban site Sense-City using Ground-Penetrating Radar systems.
- Author
-
Sagnard, Florence, Norgeot, Christophe, Derobert, Xavier, Baltazart, Vincent, Merliot, Erick, Derkx, François, and Lebental, Bérengère
- Subjects
- *
GROUND penetrating radar , *DIELECTRICS , *SOIL depth , *SIGNAL processing , *GENERAL Packet Radio Service , *HYPERBOLA - Abstract
This paper presents the design of a novel Ground-Penetrating Radar (GPR) test site that has been integrated into the mini-city demonstrator Sense-City located at University Paris-Est (France). This test site provides several sources of measurement interest expressed by the presence of a multilayered soil with significant dielectric contrasts, and various dielectric pipes and blades buried at various depths in trenches filled with a backfill soil different from the natural soil. This paper presents experimental Bscans associated with the pipe zone acquired by three different GPR systems at frequencies ranging from 300 MHz to 1.5 GHz. The interpretation and comparison of the raw Bscans have allowed to characterize the dielectric properties of the soil layers, and to detect the hyperbola signatures of the buried pipes. The results of this study will help to guide future developments on polarization, operating frequency and signal processing to extract parameters (orientation, dielectric characteristics, position and size) associated with pipes. [ABSTRACT FROM AUTHOR]
- Published
- 2016
- Full Text
- View/download PDF
14. Georeferencing of Multi-Channel GPR—Accuracy and Efficiency of Mapping of Underground Utility Networks
- Author
-
Ł. Ortyl and Marta Gabryś
- Subjects
underground utility ,010504 meteorology & atmospheric sciences ,Computer science ,Science ,Real-time computing ,0211 other engineering and technologies ,Satellite system ,02 engineering and technology ,01 natural sciences ,Data acquisition ,Software ,Image tracing ,multi-channel GPR ,021101 geological & geomatics engineering ,0105 earth and related environmental sciences ,business.industry ,Total station ,GNSS applications ,Ground-penetrating radar ,General Earth and Planetary Sciences ,ground penetrating radar ,pipe detection ,Standard algorithms ,business - Abstract
Due to the capabilities of non-destructive testing of inaccessible objects, GPR (Ground Penetrating Radar) is used in geology, archeology, forensics and increasingly also in engineering tasks. The wide range of applications of the GPR method has been provided by the use of advanced technological solutions by equipment manufacturers, including multi-channel units. The acquisition of data along several profiles simultaneously allows time to be saved and quasi-continuous information to be collected about the subsurface situation. One of the most important aspects of data acquisition systems, including GPR, is the appropriate methodology and accuracy of the geoposition. This publication aims to discuss the results of GPR measurements carried out using the multi-channel Leica Stream C GPR (IDS GeoRadar Srl, Pisa, Italy). The significant results of the test measurement were presented the idea of which was to determine the achievable accuracy depending on the georeferencing method using a GNSS (Global Navigation Satellite System) receiver, also supported by time synchronization PPS (Pulse Per Second) and a total station. Methodology optimization was also an important aspect of the discussed issue, i.e., the effect of dynamic changes in motion trajectory on the positioning accuracy of echograms and their vectorization products was also examined. The standard algorithms developed for the dedicated software were used for post-processing of the coordinates and filtration of echograms, while the vectorization was done manually. The obtained results provided the basis for the confrontation of the material collected in urban conditions with the available cartographic data in terms of the possibility of verifying the actual location of underground utilities. The urban character of the area limited the possibility of the movement of Leica Stream C due to the large size of the instrument, however, it created the opportunity for additional analyses, including the accuracy of different location variants around high-rise buildings or the agreement of the amplitude distribution at the intersection of perpendicular profiles.
- Published
- 2020
15. Subsurface Utility Extraction and Characterization: Combining GPR Symmetry and Polarization Attributes.
- Author
-
Boniger, U. and Tronicke, J.
- Subjects
- *
GROUND penetrating radar , *ELECTROMAGNETIC waves , *POLARIZATION (Nuclear physics) , *IMAGE processing , *SYMMETRY , *MATHEMATICS - Abstract
Polarization of the electromagnetic wavefield has significant implications for the acquisition and interpretation of ground-penetrating radar (GPR) data. Based on the geometrical and physical properties of the subsurface scatterer and the physical properties of its surrounding material, strong polarization phenomena might occur. Here, we develop an attribute-based analysis approach to extract and characterize buried utility pipes using two broadside antenna configurations. First, we enhance and extract the utilities by making use of their distinct symmetric nature through the application of a symmetry-enhancing image-processing algorithm known as phase symmetry. Second, we assess the polarization characteristics by calculating two attributes (polarization angle and linearity) using principal component analysis. Combination of attributes derived from these steps into a novel depolarization attribute allows one to efficiently detect and distinguish different utilities present within 3-D GPR data. The performance of our analysis approach is illustrated using synthetic examples and evaluated using field examples (including a dual-configuration 3-D data set) collected across a field site, where detailed ground-truth information is available. Our results demonstrate that the proposed approach allows for a more detailed extraction and combination of utility relevant information compared to approaches relying on single-component data and, thus, eases the interpretation of multicomponent GPR data sets. [ABSTRACT FROM AUTHOR]
- Published
- 2012
- Full Text
- View/download PDF
16. Parametric Inversion Technique for Location of Cylindrical Structures by Cross-Hole Measurements.
- Author
-
Takahashi, Kazunori and Sato, Motoyuki
- Subjects
- *
HOLES , *GEOMETRIC surfaces , *PHYSICAL measurements , *CYLINDRICAL probabilities , *CURVES , *GEOMETRY , *RADAR targets - Abstract
A new parametric inversion technique to locate cylindrical structures has been developed for borehole radar crosshole measurements. The technique calculates prediction errors, focusing on curve shapes of first-arrival times, and explicitly uses known parameters on a target. Two schemes to compare the measured first-arrival time curves with the calculated ones are proposed. One is by taking the errors between curve gradients of measured and calculated first-arrival times, and the other is by taking the cross correlation between calculated first-arrival times and measured data. The schemes do not need to select the true first-arrival times, which makes this inversion technique robust and easy to use. This technique is validated with synthetic data sets modeling a metallic pipe in homogeneous and heterogeneous medium models. By both models, the inversion technique is able to retrieve the exact location of the pipe, though it employs a rather simple forward model, which can be solved by only geometrical calculations. The technique is applied to measured data sets, and it successfully estimates a pipe location in good agreement with known information. The inversion is also used for an air-filled subsurface cavity with a very simplified forward model, which considers only Snell's law at the cavity-subsurface media interface. It is also able to locate the cavity at a similar location estimated by other conventional techniques. [ABSTRACT FROM AUTHOR]
- Published
- 2006
- Full Text
- View/download PDF
17. A High Signal–Noise Ratio UWB Radar for Buried Pipe Location Using Golay Complementary Sequences
- Author
-
Hang Xu, Li Liu, Xinpeng Chen, Bingjie Wang, Yang Liu, and Jingxia Li
- Subjects
Acoustics ,0211 other engineering and technologies ,Chaotic ,Ultra-wideband ,02 engineering and technology ,Correlation function (quantum field theory) ,Signal ,law.invention ,Golay complementary sequences ,Binary Golay code ,Position (vector) ,law ,0202 electrical engineering, electronic engineering, information engineering ,General Materials Science ,Radar ,Instrumentation ,021101 geological & geomatics engineering ,Fluid Flow and Transfer Processes ,Physics ,chaotic signal ,Process Chemistry and Technology ,General Engineering ,020206 networking & telecommunications ,Computer Science Applications ,Complementary sequences ,sidelobes ,pipe detection - Abstract
A Golay-based ultra wideband ground penetrating for underground pipes location is proposed and experimentally demonstrated. Golay complementary codes with the code length of 1024 and frequency of 1 GHz are used as the probe signals. The two-dimensional image of the buried pipes is achieved by a correlation method and a back-projection algorithm. The experimental results show that both the plastic pipe and metallic pipe can be located with a range resolution of 10 cm. Furthermore, as the Golay complementary sequences are a pair of complementary sequences, the sum of their correlation function yields twice the value of the peak at the target position and zero elsewhere. Thus, compared with the stepped frequency signal radar or chaotic signal radar, the Golay-based radar can significantly improve the signal&ndash, noise ratio and has the capability of deep detection.
- Published
- 2019
- Full Text
- View/download PDF
18. Detection and positioning of pipes and columns with autonomous multicopter drones
- Author
-
Institut de Robòtica i Informàtica Industrial, Universitat Politècnica de Catalunya. Departament d'Enginyeria de Sistemes, Automàtica i Informàtica Industrial, Universitat Politècnica de Catalunya. VIS - Visió Artificial i Sistemes Intel·ligents, Guerra Paradas, Edmundo, Munguía Alcalá, Rodrigo Francisco, Bolea Monte, Yolanda, Grau Saldes, Antoni, Institut de Robòtica i Informàtica Industrial, Universitat Politècnica de Catalunya. Departament d'Enginyeria de Sistemes, Automàtica i Informàtica Industrial, Universitat Politècnica de Catalunya. VIS - Visió Artificial i Sistemes Intel·ligents, Guerra Paradas, Edmundo, Munguía Alcalá, Rodrigo Francisco, Bolea Monte, Yolanda, and Grau Saldes, Antoni
- Abstract
A multimodal sensory array to accurately position aerial multicopter drones with respect to pipes has been studied, and a solution exploiting both LiDAR and vision sensors has been proposed. Several challenges, including detection of pipes and other cylindrical elements in sensor space and validation of the elements detected, have been studied. A probabilistic parametric method has been applied to segment and position cylinders with LIDAR, while several vision-based techniques have been tested to find the contours of the pipe, combined with conic estimation cylinder pose recovery. Multiple solutions have been studied and analyzed, evaluating their results. This allowed proposing an approach that combines both LiDAR and vision to produce robust and accurate pipe detection. This combined solution is validated with real experimental data., Peer Reviewed, Postprint (author's final draft)
- Published
- 2018
19. Detection and Positioning of Pipes and Columns with Autonomous Multicopter Drones
- Author
-
Yolanda Bolea, Rodrigo Munguia, Edmundo Guerra, Antoni Grau, Institut de Robòtica i Informàtica Industrial, Universitat Politècnica de Catalunya. Departament d'Enginyeria de Sistemes, Automàtica i Informàtica Industrial, Universitat Politècnica de Catalunya. VIS - Visió Artificial i Sistemes Intel·ligents, and Universitat Politècnica de Catalunya. VIS - Visió Artificial i Sistemes Intel.ligents
- Subjects
0209 industrial biotechnology ,Informàtica::Automàtica i control [Àrees temàtiques de la UPC] ,Article Subject ,Computer science ,General Mathematics ,UAV ,ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION ,02 engineering and technology ,Physics::Fluid Dynamics ,020901 industrial engineering & automation ,Position (vector) ,0202 electrical engineering, electronic engineering, information engineering ,Cylinder ,Computer vision ,Pipe detection ,Parametric statistics ,business.industry ,lcsh:Mathematics ,General Engineering ,lcsh:QA1-939 ,Drone ,aerial vehicles ,Lidar ,Conic section ,lcsh:TA1-2040 ,020201 artificial intelligence & image processing ,Artificial intelligence ,Automation [Classificació INSPEC] ,business ,lcsh:Engineering (General). Civil engineering (General) - Abstract
A multimodal sensory array to accurately position aerial multicopter drones with respect to pipes has been studied, and a solution exploiting both LiDAR and vision sensors has been proposed. Several challenges, including detection of pipes and other cylindrical elements in sensor space and validation of the elements detected, have been studied. A probabilistic parametric method has been applied to segment and position cylinders with LIDAR, while several vision-based techniques have been tested to find the contours of the pipe, combined with conic estimation cylinder pose recovery. Multiple solutions have been studied and analyzed, evaluating their results. This allowed proposing an approach that combines both LiDAR and vision to produce robust and accurate pipe detection. This combined solution is validated with real experimental data.
- Published
- 2018
- Full Text
- View/download PDF
20. Nondestructive Evaluation of the Condition of Subsurface Drainage in Pavements Using Ground Penetrating Radar (GPR)
- Author
-
Hao Bai and Joseph V. Sinfield
- Subjects
Signal processing ,GPR ,Noise (signal processing) ,Filter (signal processing) ,Signal ,Background noise ,sub-pavement drainage ,Frequency domain ,Ground-penetrating radar ,Center frequency ,pipe detection ,signal processing ,ground penetrating radar ,Geology ,Remote sensing - Abstract
Pavement drainage systems are one of the key drivers of pavement function and longevity, and effective drain maintenance can significantly extend a pavement's service life. Maintenance of these drains, however, is often hampered by the challenge of locating the drains. Ground Penetrating Radar (GPR) typically offers a rapid and effective method to detect these underground targets. However, typical detection schema that rely upon the observation of the hyperbolic return from a GPR scan of a buried conduit still tend to miss many of the older drains beneath pavements as they may be partially or fully filled with sediment and/or may be fabricated from clay or other earthen materials, yielding a return signal that is convolved with significant background noise. To manage this challenge, this work puts forward an improved background noise and clutter reduction method to enhance the target signals in what amounts to a constructed environment that tends to have more consistent subsurface properties than one might encounter in a general setting. Within this technique, two major algorithms are employed. Algorithm 1 is the core of this method, and plays the role of reducing background noise and clutter. Algorithm 2 is supplementary, and helps eliminate anomalous discontinuous returns generated by the equipment itself, which could otherwise lead to false detection indications in the output of Algorithm 1. Instead of traditional 2-D GPR images, the result of the proposed algorithms is a 1-D plot along the survey line, highlighting a set of “points of interest” that could indicate buried drain locations identified at any given GPR operating frequency. Subsurface exploration using two different operating frequencies, 900 MHz and 400 MHz herein, is then employed to further enhance detection confidence. Points of interest are ultimately coded to define the confidence of the detection. Comparing the final result of proposed algorithms with the original GPR images, the improved algorithm is demonstrated to provide significantly improved detection results, and could potentially be applied to similar problems in other contexts.Besides the background reduction methods, a group of simulations performed using GPRMAX2D software are examined to explore the influence of road cross-section designs on sub-pavement drainage conduit GPR signatures, and evaluate the effectiveness of alternate GPR antennae configurations in locating these buried conduits in different ground conditions. Two different models were explored to simulate conduit detection. In addition, different pipe and soil conditions were modeled, such as pipe size, pipe material, soil moisture level, and soil type. Four different quantitative measurements are used to analyze GPR performance based on different key factors. The four measurements are 1) signal to background ratio (SBR) in dB; 2) signal to receiver noise ratio (SNR) in dB; 3) signal energy in Volts; and 4) average signal band power in Watts.The water and clay content of subsurface soil can significantly influence the detection results obtained from ground penetrating radar (GPR). Due to the variation of the material properties underground, the center frequency of transmitted GPR signals shifts to a lower range as wave attenuation increases. Examination of wave propagation in the subsurface employing an attenuation filter based on a linear system model shows that received GPR signals will be shifted to lower frequencies than those originally transmitted. The amount of the shift is controlled by a wave attenuation factor, which is determined by the dielectric constant, electric conductivity, and magnetic susceptibility of the transmitted medium. This work introduces a receiver-transmitter-receiver dual-frequency configuration for GPR that employs two operational frequencies for a given test - one higher and one slightly lower - to take advantage of this phenomenon to improve subpavement drain detection results. In this configuration, the original signal is transmitted from the higher frequency transmitter. After traveling through underground materials, the signal is received by two receivers with different frequencies. One of the receivers has the same higher center frequency as the transmitter, and the other receiver has a lower center frequency. This configuration can be expressed as Rx(low-frequency)-Tx(high-frequency)-Rx(high-frequency) and was applied in both laboratory experiments and field tests. Results are analyzed in the frequency domain to evaluate and compare the properties of the signal obtained by both receivers. The laboratory experiment used the configuration of Rx(400MHz)-Tx(900MHz)-Rx(900MHz). The field tests, in addition to the configuration used in the lab tests, employed another configuration of Rx(270MHz)-Tx(400MHz)-Rx(400MHz) to obtain more information about this phenomenon. Both lab and field test results illustrate the frequency-shift phenomenon described by theoretical calculations. Based on the power spectrum for each signal, the lower frequency antenna typically received more energy (higher density values) at its peak frequency than the higher frequency antenna.
- Published
- 2017
- Full Text
- View/download PDF
21. Evaluation of an object detection system in the submarine environment
- Author
-
Rekik, Farah, Ayedi, Walid, Jallouli, Mohammed, and Skala, Václav
- Subjects
deskriptor ,objects detection ,detekce objektů ,descriptor ,underwater imaging ,pipe detection ,podvodní zobrazování ,klasifikátor ,classifier ,detekce potrubí - Abstract
The object detection in underwater environment requires a perfect description of the image with appropriate features, in order to extract the right object of interest. In this paper we adopt a novel underwater object detection algorithm based on multi-scale covariance descriptor (MSCOV) for the image description and feature extraction, and support vector machine classifier (SVM) for the data classification. This approach is evaluated in pipe detection application using MARIS dataset. The result of this algorithm outperforms existing detection system using the same dataset. Computer vision in underwater environment suffers from absorption and scattering of light in water. Despite the work carried out so far, image preprocessing is the only solution to cope with this problem. This step creates a waste of time and requires hardware and software resources. But the proposed method does not require pretreatment so it accelerate the process.
- Published
- 2017
22. Georeferencing of Multi-Channel GPR—Accuracy and Efficiency of Mapping of Underground Utility Networks.
- Author
-
Gabryś, Marta and Ortyl, Łukasz
- Subjects
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GROUND penetrating radar , *GLOBAL Positioning System , *DATA acquisition systems , *NONDESTRUCTIVE testing , *ACQUISITION of data - Abstract
Due to the capabilities of non-destructive testing of inaccessible objects, GPR (Ground Penetrating Radar) is used in geology, archeology, forensics and increasingly also in engineering tasks. The wide range of applications of the GPR method has been provided by the use of advanced technological solutions by equipment manufacturers, including multi-channel units. The acquisition of data along several profiles simultaneously allows time to be saved and quasi-continuous information to be collected about the subsurface situation. One of the most important aspects of data acquisition systems, including GPR, is the appropriate methodology and accuracy of the geoposition. This publication aims to discuss the results of GPR measurements carried out using the multi-channel Leica Stream C GPR (IDS GeoRadar Srl, Pisa, Italy). The significant results of the test measurement were presented the idea of which was to determine the achievable accuracy depending on the georeferencing method using a GNSS (Global Navigation Satellite System) receiver, also supported by time synchronization PPS (Pulse Per Second) and a total station. Methodology optimization was also an important aspect of the discussed issue, i.e., the effect of dynamic changes in motion trajectory on the positioning accuracy of echograms and their vectorization products was also examined. The standard algorithms developed for the dedicated software were used for post-processing of the coordinates and filtration of echograms, while the vectorization was done manually. The obtained results provided the basis for the confrontation of the material collected in urban conditions with the available cartographic data in terms of the possibility of verifying the actual location of underground utilities. The urban character of the area limited the possibility of the movement of Leica Stream C due to the large size of the instrument, however, it created the opportunity for additional analyses, including the accuracy of different location variants around high-rise buildings or the agreement of the amplitude distribution at the intersection of perpendicular profiles. [ABSTRACT FROM AUTHOR]
- Published
- 2020
- Full Text
- View/download PDF
23. Utility detection and positioning on the urban site Sense-City using Ground-Penetrating Radar systems
- Author
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Christophe Norgeot, François Derkx, Erick Merliot, Vincent Baltazart, Bérengère Lebental, Xavier Derobert, Florence Sagnard, Laboratoire Électronique Ondes et Signaux pour les Transports (IFSTTAR/COSYS/LEOST), Institut Français des Sciences et Technologies des Transports, de l'Aménagement et des Réseaux (IFSTTAR)-PRES Université Lille Nord de France, MDS, parent, Laboratoire Géophysique et évaluation non destructive (IFSTTAR/GERS/GeoEND), Institut Français des Sciences et Technologies des Transports, de l'Aménagement et des Réseaux (IFSTTAR)-PRES Université Nantes Angers Le Mans (UNAM), Structure et Instrumentation Intégrée (IFSTTAR/COSYS/SII), PRES Université Nantes Angers Le Mans (UNAM)-Institut Français des Sciences et Technologies des Transports, de l'Aménagement et des Réseaux (IFSTTAR), Laboratoire Instrumentation, Simulation et Informatique Scientifique (IFSTTAR/COSYS/LISIS), Institut Français des Sciences et Technologies des Transports, de l'Aménagement et des Réseaux (IFSTTAR)-Communauté Université Paris-Est, 13R10512, Equipex - Sense-City, and Institut Français des Sciences et Technologies des Transports, de l'Aménagement et des Réseaux (IFSTTAR)
- Subjects
Engineering ,010504 meteorology & atmospheric sciences ,Canalisation ,CARACTERISATION DU SOL ,CONSTANTE DIELECTRIQUE ,Dielectric ,010502 geochemistry & geophysics ,01 natural sciences ,law.invention ,ELECTROMAGNETIC SCATTERING ,DETECTION ,ELECTROMAGNETIC PROPAGATION ,[SPI]Engineering Sciences [physics] ,law ,MESURE ,Electrical and Electronic Engineering ,Radar ,Instrumentation ,PROPAGATION ELECTROMAGNETIQUE ,0105 earth and related environmental sciences ,Remote sensing ,Signal processing ,SOIL CHARACTERIZATION ,RADAR PENETRANT ,Orientation (computer vision) ,business.industry ,Applied Mathematics ,GROUND-PENETRATING RADAR ,Ranging ,Condensed Matter Physics ,PIPE DETECTION ,GROUND PENETRATING RADAR - GPR ,DIFFUSION ELECTROMAGNETIQUE ,[SPI.ELEC]Engineering Sciences [physics]/Electromagnetism ,Ground-penetrating radar ,Soil horizon ,CANALISATION ,DIELECTRIC MEASUREMENT ,business ,[SPI.SIGNAL]Engineering Sciences [physics]/Signal and Image processing - Abstract
This paper presents the design of a novel Ground-Penetrating Radar (GPR) test site that has been integrated into the mini-city demonstrator Sense-City located at University Paris-Est (France). This test site provides several sources of measurement interest expressed by the presence of a multilayered soil with significant dielectric contrasts, and various dielectric pipes and blades buried at various depths in trenches filled with a backfill soil different from the natural soil. This paper presents experimental Bscans associated with the pipe zone acquired by three different GPR systems at frequencies ranging from 300 MHz to 1.5 GHz. The interpretation and comparison of the raw Bscans have allowed to characterize the dielectric properties of the soil layers, and to detect the hyperbola signatures of the buried pipes. The results of this study will help to guide future developments on polarization, operating frequency and signal processing to extract parameters (orientation, dielectric characteristics, position and size) associated with pipes.
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- 2016
- Full Text
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24. Nondestructive Evaluation of the Condition of Subsurface Drainage in Pavements Using Ground Penetrating Radar (GPR)
- Author
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Sinfield, Joseph V., Bai, Hao, Sinfield, Joseph V., and Bai, Hao
- Abstract
Subsurface drainage features are routinely incorporated in the design of pavement systems as they are believed to increase pavement service life provided that they are installed correctly and maintained. Maintenance, however, is challenging in that location and subsequent inspection of these systems can be time consuming and laborious. With this in mind, some departments of transportation have turned to ground penetrating radar as one means to rapidly locate subsurface drainage features in pavements and thus alleviate some of the cost and complexity of maintaining these systems, but with mixed results. In this context, this study pursued a two-pronged approach to improve GPR-based location of sub-pavement drainage systems, involving: (1) software-based signal processing and (2) modifications of hardware test configurations. From a signal processing perspective, two complementary signal processing approaches were developed in this work. Method 1 involved algorithms that are designed to reduce GPR signal background clutter and noise by taking advantage of the somewhat uniform nature of the strata underlying constructed pavements and to systematically remove anomalous signals. Method 2 focused on enhancing 2-D image quality to facilitate recognition of hyperbolic signal returns indicative of drain detection. From a hardware perspective, field experiments were also carried out in this work to validate the signal processing algorithms and assess the potential for alternative antenna configurations to enhance detection success. Five different antenna configurations were tested in total. When employed in field settings, the signal processing algorithms demonstrated an ability to routinely detect X-drains (shallow depth, PVC) with 2-3 false alarms per successful detection. Similarly, all known K-drains (moderate depth, metal/clay) in the studied field test regions were successfully identified, although each successful K-drain detection was accompanied by a significant numbe
- Published
- 2013
25. Analysis of gpr data through interpretation of pre-processed images obtained by a multi-agent approach to identify pipes in water supply systems
- Author
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Ayala-Cabrera, David, Ocaña-Levario, Silvia S.J., Izquierdo, Joaquín, Pérez-García, Rafael, Herrera, Manuel, Ayala-Cabrera, David, Ocaña-Levario, Silvia S.J., Izquierdo, Joaquín, Pérez-García, Rafael, and Herrera, Manuel
- Abstract
This work focuses on the development of easy application procedures for visualizing the characteristics of the components of water supply systems (WSS), quickly and by non highly qualified staff. We study databases related to the underground obtained with GPR (ground penetrating radar). In this study we perform GPR imaging of pipes of four different materials commonly used in WSSs buried in dry soil. The data obtained from the survey are pre-processed with a multi-agent method consisting in a race of agents. Subsequently, analysis and interpretation of the results, seeking to generate forms that allow a quick understanding, are performed. These forms are analyzed in order to assess the feasibility of pattern recognition revealing existence of pipes. The results are promising in the attempt of generating suitable databases and parameters to train intelligent systems for characterizing components of WSS. © 2013 The authors and IOS Press. All rights reserved., SCOPUS: cp.k, info:eu-repo/semantics/published
- Published
- 2013
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