2,219 research outputs found
The design of hardware and signal processing for a stepped frequency continuous wave ground penetrating radar
Includes bibliographical references.A Ground Penetrating Radar (GPR) sensor is required to provide information that will allow the user to detect, classify and identify the target. This is an extremely tough requirement, especially when one considers the limited amount of information provided by most GPRs to accomplish this task. One way of increasing this information is to capture the complete scattering matrix of the received radar waveform. The objective of this thesis is to develop a signal processing technique to extract polarimetric feature vectors from Stepped Frequency Continuous Wave (SFGWV) GPR data. This was achieved by first developing an algorithm to extract the parameters from single polarization SFCW GPR data and then extending this algorithm to extract target features from fully polarimetric data. A model is required to enable the extraction of target parameters from raw radar data. A single polarization SFCW GPR model is developed based on the radar geometry and linear approximations to the wavenumber in a lossy medium. Assuming high operating frequencies and/or low conductive losses, the model is shown to be equivalent to the exponential model found in signal processing theory. A number of algorithms exist to extract the required target parameters from the measured data in a least squared sense. In this thesis the Matrix Pencil-of-Function Method is used. Numerical simulations are presented to show the performance of this algorithm for increasing model error. Simulations are also provided to compare the standard Inverse Discrete Fourier Transform (IDFT) with the algorithm presented in this thesis. The processing is applied to two sets of measured radar data using the radar developed in the thesis. The technique was able to locate the position of the scatterers for both sets of data, thus demonstrating the success of the algorithm on practical measurements. The single polarization model is extended to a fully polarimetric SFCW GPR model. The model is shown to relate to the multi-dimensional exponential signal processing model, given certain assumptions about the target scattering damping factor. The multi-snapshot Matrix Pencil-of-Function Method is used to extract the scattering matrix parameters from the raw polarimetric stepped frequency data. Those Huynen target parameters that are independent of the properties of the medium, are extracted from the estimated scattering matrices. Simulations are performed to examine the performance of the algorithm for increasing conductive and dielectric losses. The algorithm is also applied to measured data for a number of targets buried a few centimeters below the ground surface, with promising results. Finally, the thesis describes the design and development of a low cost, compact and low power SFCW GPR system. It addresses both the philosophy as well as the technology that was used to develop a 200 - 1600 MHz and a 1 - 2 GHz system. The system is built around a dual synthesizer heterodyne architecture with a single intermediate frequency stage and a novel coherent demodulator system - with a single reference source. Comparison of the radar system with a commercial impulse system, shows that the results are of a similar quality. Further measurements demonstrate the radar performance for different field test cases, including the mapping of the bottom of an outdoor test site down to 1.6 m
Advanced Techniques for Ground Penetrating Radar Imaging
Ground penetrating radar (GPR) has become one of the key technologies in subsurface sensing and, in general, in non-destructive testing (NDT), since it is able to detect both metallic and nonmetallic targets. GPR for NDT has been successfully introduced in a wide range of sectors, such as mining and geology, glaciology, civil engineering and civil works, archaeology, and security and defense. In recent decades, improvements in georeferencing and positioning systems have enabled the introduction of synthetic aperture radar (SAR) techniques in GPR systems, yielding GPR–SAR systems capable of providing high-resolution microwave images. In parallel, the radiofrequency front-end of GPR systems has been optimized in terms of compactness (e.g., smaller Tx/Rx antennas) and cost. These advances, combined with improvements in autonomous platforms, such as unmanned terrestrial and aerial vehicles, have fostered new fields of application for GPR, where fast and reliable detection capabilities are demanded. In addition, processing techniques have been improved, taking advantage of the research conducted in related fields like inverse scattering and imaging. As a result, novel and robust algorithms have been developed for clutter reduction, automatic target recognition, and efficient processing of large sets of measurements to enable real-time imaging, among others. This Special Issue provides an overview of the state of the art in GPR imaging, focusing on the latest advances from both hardware and software perspectives
UAV for Landmine Detection Using SDR-Based GPR Technology
This chapter presents an approach for explosive-landmine detection on-board an autonomous aerial drone. The chapter describes the design, implementation and integration of a ground penetrating radar (GPR) using a software defined radio (SDR) platform into the aerial drone. The chapter?s goal is first to tackle in detail the development of a custom-designed lightweight GPR by approaching interplay between hardware and software radio on an SDR platform. The SDR-based GPR system results on a much lighter sensing device compared against the conventional GPR systems found in the literature and with the capability of re-configuration in real-time for different landmines and terrains, with the capability of detecting landmines under terrains with different dielectric characteristics. Secondly, the chapter introduce the integration of the SDR-based GPR into an autonomous drone by describing the mechanical integration, communication system, the graphical user interface (GUI) together with the landmine detection and geo-mapping. This chapter approach completely the hardware and software implementation topics of the on-board GPR system given first a comprehensive background of the software-defined radar technology and second presenting the main features of the Tx and Rx modules. Additional details are presented related with the mechanical and functional integration of the GPR into the UAV system
Investigation of Time-Frequency Features for GPR Landmine Discrimination
科研費報告書収録論文(課題番号:14102024/研究代表者:佐藤源之/ポーラリメトリック・インターフェロメトリックレーダによる地雷検知に関する研究
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
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