197 research outputs found
Investigating Key Techniques to Leverage the Functionality of Ground/Wall Penetrating Radar
Ground penetrating radar (GPR) has been extensively utilized as a highly efficient and non-destructive testing method for infrastructure evaluation, such as highway rebar detection, bridge decks inspection, asphalt pavement monitoring, underground pipe leakage detection, railroad ballast assessment, etc. The focus of this dissertation is to investigate the key techniques to tackle with GPR signal processing from three perspectives: (1) Removing or suppressing the radar clutter signal; (2) Detecting the underground target or the region of interest (RoI) in the GPR image; (3) Imaging the underground target to eliminate or alleviate the feature distortion and reconstructing the shape of the target with good fidelity.
In the first part of this dissertation, a low-rank and sparse representation based approach is designed to remove the clutter produced by rough ground surface reflection for impulse radar. In the second part, Hilbert Transform and 2-D Renyi entropy based statistical analysis is explored to improve RoI detection efficiency and to reduce the computational cost for more sophisticated data post-processing. In the third part, a back-projection imaging algorithm is designed for both ground-coupled and air-coupled multistatic GPR configurations. Since the refraction phenomenon at the air-ground interface is considered and the spatial offsets between the transceiver antennas are compensated in this algorithm, the data points collected by receiver antennas in time domain can be accurately mapped back to the spatial domain and the targets can be imaged in the scene space under testing. Experimental results validate that the proposed three-stage cascade signal processing methodologies can improve the performance of GPR system
Design and Analysis of Bow-tie Antennas for GPR Applications
Ground penetrating radar (GPR) is a non-destructive testing (NDT) technology, which uses electromagnetic (EM) techniques to map the buried structures in the shallow sub-surface. The efficiency of the GPR system significantly depends on the antenna performance as the signal has to propagate through lossy and inhomogeneous media. The GPR antennas should possess a low frequency of operation for more depth of penetration, ultra-wide band (UWB) performance for high resolution, high gain and efficiency for increasing the receiving power, minimal ringing, compact and lightweight for ease of GPR surveying. Bow-tie antennas are widely used as it can provide most of the above mentioned antenna performances. Though a number of researchers have carried out their research work for the design and development of the Bow-tie antennas for the GPR applications, still there is ample of scopes for the improvement of this antenna to achieve compactness and lightweight, reduced end-fire reflections, better gain and directivity, high radiation efficiency, etc. In this work, two improved Bow-tie antennas for the GPR applications have been proposed. A compact resistive loaded Bowtie antenna is designed and investigated which can provide an impedance bandwidth of 167% (0.4 - 4.5 GHz) with reduced end-fire reflections. The compactness is achieved by using a thin sheet of graphite for the resistive loading instead of using volumetric electromagnetic absorbing materials. The end-fire reflections are minimized by blending the sharp corners of the Bowtie antenna. However, the radiation efficiency and gain of the antenna are degraded significantly due to resistive loading which has been in the second proposed antenna by using an improved RC-loading scheme. The improved and compact RC-loaded Bowtie antenna with metamaterial based planar lens is designed and investigated which can operate over a UWB bandwidth of 3.71GHz (0.29 GHz - 4.5 GHz). This provides a maximum gain of 12.4 dB and maximum radiation efficiency of 94 % throughout the operating band. An improvement in the gain of 5 dB in the bore side direction is achieved by using a modified meta-material lens. The performance of both the designed antennas is investigated in the temperature varying environment and GPR scenario at the simulation level. A comparative analysis of the designed antennas with the other reported antennas indicates that the proposed antennas are advantageous for the GPR applications
Radar Technology
In this book “Radar Technology”, the chapters are divided into four main topic areas: Topic area 1: “Radar Systems” consists of chapters which treat whole radar systems, environment and target functional chain. Topic area 2: “Radar Applications” shows various applications of radar systems, including meteorological radars, ground penetrating radars and glaciology. Topic area 3: “Radar Functional Chain and Signal Processing” describes several aspects of the radar signal processing. From parameter extraction, target detection over tracking and classification technologies. Topic area 4: “Radar Subsystems and Components” consists of design technology of radar subsystem components like antenna design or waveform design
Ground‐Penetrating Radar for Close‐in Mine Detection
In this chapter, two of the major challenges in the application of ground‐penetrating radar in humanitarian demining operations are addressed: (i) development and testing of affordable and practical ground penetrating radar (GPR)‐based systems, which can be used off‐ground and (ii) development of robust signal processing techniques for landmines detection and identification. Different approaches developed at the Royal Military Academy in order to demonstrate the possibility of enhancing close‐range landmine detection and identification using ground‐penetrating radar under laboratory and outdoor conditions are summarized here. Data acquired using different affordable and practical GPR‐based systems are used to validate a number of promising developments in signal processing techniques for target detection and identification. The proposed approaches have been validated with success in laboratory and outdoor conditions and for different scenarios, including antipersonnel, low‐metal content landmines, improvised explosive devices and real mine‐affected soils
Configurable pseudo noise radar imaging system enabling synchronous MIMO channel extension
In this article, we propose an evolved system design approach to ultra-wideband (UWB) radar based on pseudo-random noise (PRN) sequences, the key features of which are its user-adaptability to meet the demands provided by desired microwave imaging applications and its multichannel scalability. In light of providing a fully synchronized multichannel radar imaging system for short-range imaging as mine detection, non-destructive testing (NDT) or medical imaging, the advanced system architecture is presented with a special focus put on the implemented synchronization mechanism and clocking scheme. The core of the targeted adaptivity is provided by means of hardware, such as variable clock generators and dividers as well as programmable PRN generators. In addition to adaptive hardware, the customization of signal processing is feasible within an extensive open-source framework using the Red Pitaya ® data acquisition platform. A system benchmark in terms of signal-to-noise ratio (SNR), jitter, and synchronization stability is conducted to determine the achievable performance of the prototype system put into practice. Furthermore, an outlook on the planned future development and performance improvement is provided
M-sequenze based ultra-wideband radar and its application to crack detection in salt mines
Die vorliegende Dissertation beschreibt einen innovativen ultra-breitband
(UWB)elektromagnetischen Sensor basierend auf einem
Pseudo-Rauschverfahren.Der Sensor wurde für zerstörungsfreies Testen in
zivilen Anwendungen entwickelt.Zerstörungsfreies Testen entwickelt sich zu
einem immer wichtiger werdenden Bereich in Forschung und Entwicklung. Neben
unzähligen weiteren Anwendungen und Technologien, besteht ein primäres
Aufgabenfeld in der Überwachung und Untersuchung von Bauwerken und
Baumaterialien durch berührungslose Messung aus der Ferne.Diese Arbeit
konzentriert sich auf das Beispiel der Auflockerungszone im Salzgestein.Der
Hintergrund und die Notwendigkeit, den Zustand der oberflächennahen
Salzschichten in Salzminen kennen zu müssen, werden beleuchtet und die
Messaufgabe anhand einfacher theoretischer Überlegungen beschrieben. Daraus
werden die Anforderungen für geeignete UWB Sensoren abgeleitet. Die
wichtigsten Eigenschaften sind eine sehr hohe Messband breite sowie eine sehr
saubere Systemimpulsantwort frei von systematischen Gerätefehlern. Beide
Eigenschaften sind notwendig, um die schwachen Rückstreuungen
der Auflockerungen trotz der unvermeidlichen starken Oberflächenreflexion
detektieren zu können.Da systematische Fehler bei UWB Geräten technisch
nicht von vorne herein komplett vermeidbar sind, muss der Sensor eine
Gerätekalibrierung erlauben, um solche Fehler möglichst gut zu
unterdrücken.Aufgrund der genannten Anforderungen und den Nebenbedingungen
der Messumgebung unter Tage, wurde aus den verschiedenen UWB-Technologien
ein Prinzip ausgewählt, welches pseudozufällige Maximalfolgen als
Anregungssignal benutzt. Das M-Sequenzkonzept dient als Ausgangpunkt für
zahlreiche Weiterentwicklungen. Ein neues Sendemodul erweitert dabei die
Messbandbreite auf 12~GHz. Die äquivalente Abtastrate wird um den Faktor
vier auf 36~GHz erhöht, ohne den geringen Abtastjitter des ursprünglichen
Konzepts zu vergrössern.Weiterhin wird die Umsetzung eines
Zweitormesskopfes zur Erfassung von S-Parametern sowie einer automatische
Kalibriereinheit beschrieben. Etablierte Kalibrierverfahren aus dem Bereich
der Netzwerkanalyse werden kurz rekapituliert und die Adaption des 8-Term
Verfahrens mit unbekanntem Transmissionsnormal für das
M-Sequenzsystem beschrieben. Dabei werden Kennwerte vorgeschlagen, die dem
Bediener unter Tage einfach erlauben, die Kalibrierqualität einzuschätzen
und Hinweise auf mögliche Gerätefehler oder andere Probleme zu bekommen.
Die Kalibriergenauigkeit des neuen Sensors im Labor wird mit der eines
Netzwerkanalysators verglichen. Beide Geräte erreichen eine störungsfreie
Dynamik von mehr als 60~dB in den Systemimpulsantworten für Reflexion und
Transmission.Der neu entwickelte UWB Sensor wurde in zahlreichen Messungen
in Salzminen in Deutschland getestet. Zwei Messbeispiele werden vorgestellt
- ein sehr alter, kreisrunder Tunnel sowie ein ovaler Tunnelstumpf,
welcher kurz vor den Messungen erst aufgefahren wurde. Messaufbauten und
Datenverarbeitung werden beschrieben. Schließlich werden Schlussfolgerungen
und Vorschläge für zukünftige Arbeiten mit dem neuen M-Sequenzsensor sowie
der Messung von Auflockerungen im Salzgestein diskutiert.This dissertation describes an innovative ultra-wideband
(UWB) electromagnetic sensor device based on a pseudo-noise principle
developed in the context of non-destructive testing in civil
engineering.Non-destructive testing is becoming a more and more important
fieldfor researchers and engineers alike. Besides the vast field of
possibleapplications and testing technologies, a prime and therefore
typical topic is the inspection and monitoringof constructions and
materials by means of contactless remote sensing techniques.This work
focuses on one example the assessment of the disaggregation zone in salt
rock tunnels.The background and relevance of knowing the state of salt rock
layers near a tunnel's surface are explainedand simple theoretical
considerations for requirements of suitable UWB sensor devices are shown.
The most important sensor parameters are a very large measurement bandwidth
and a very clean impulse response. The latterparameter translates into the
mandatory application of calibration techniques to remove systematic errors
of the sensor system itself. This enables detection of weak scattering
responses from near-surface disaggregation despite the presence of a strong
surface reflection.According to the mentioned requirements and other side
conditions in salt mine environments an UWB sensor principlebased on
pseudo-noise stimuli namely M-Sequences is selected as a starting point for
system development. A newtransmitter frontend for extending the stimulus
bandwidth up to 12~GHz is presented. Furthermore, a technique for
increasing the (equivalent) sampling rate while keeping the stable and
low-jitter sampling regime of the M-Sequencesapproach is introduced and its
implementation is shown. Moreover, an automatic calibration unit for full
two-port coaxial calibration of the new UWB sensor has been developed.
Common calibration techniques from the area of vector network analysers are
shortly reviewed and a reasonablealgorithm the 8-term method with an
unknown line standard - is selected for the M-Sequences device. The 8-term
method is defined in the frequency domain and is adapted for use with time
domain devices. Some performance figures and comparisonwith calibration
results from network analysers are discussed to show the effectiveness of
the calibration.A spurious-free dynamic range of the time domain impulse
responses in excess of 60~dB has been achieved for reflection as well as
transmission measurements.The new UWB sensor was used in various real world
measurements in different salt mines throughout Germany. Two
measurementexamples are described and results from the disaggregation zone
of a very old and a freshly cut tunnel will be presented. Measurement setup
and data processing are discussed and finally some conclusions for future
work on this topic are drawn
An evaluation of the performance of multi-static handheld ground penetrating radar using full wave inversion for landmine detection
This thesis presents an empirical study comparing the ability of multi-static and bi-static, handheld, ground penetrating radar (GPR) systems, using full wave inversion (FWI), to determine the properties of buried anti-personnel (AP) landmines. A major problem associated with humanitarian demining is the occurrence of many false positives during clearance operations. Therefore, a reduction of the false alarm rate (FAR) and/or increasing the probability of detection (POD) is a key research and technical objective. Sensor fusion has emerged as a technique that promises to significantly enhance landmine detection. This study considers a handheld, combined metal detector (MD) and GPR device, and quantifies the advantages of the use of antenna arrays. During demining operations with such systems, possible targets are detected using the MD and further categorised using the GPR, possibly excluding false positives. A system using FWI imaging techniques to estimate the subsurface parameters is considered in this work.A previous study of multi-static GPR FWI used simplistic, 2D far-field propagation models, despite the targets being 3D and within the near field. This novel study uses full 3D electromagnetic (EM) wave simulation of the antenna arrays and propagation through the air and ground. Full EM simulation allows the sensitivity of radio measurements to landmine characteristics to be determined. The number and configuration of antenna elements are very important and must be optimised, contrary to the 2D sensitivity studies in (Watson, Lionheart 2014, Watson 2016) which conclude that the degree (number of elements) of the multi-static system is not critical. A novel sensitivity analysis for tilted handheld GPR antennas is used to demonstrate the positive impact of tilted antenna orientation on detection performance. A time domain GPR and A-scan data, consistent with a commercial handheld system, the MINEHOUND, is used throughout the simulated experiments which are based on synthetic GPR measurements.Finally, this thesis introduces a novel method of optimising the FWI solution through feature extraction or estimation of the internal air void typically present in pressure activated mines, to distinguish mines from non-mine targets and reduce the incidence of false positives
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