vii TABLE OF CONTENTS CHAPTER 1 TITLE PAGE DECLARATION ii DEDICATION iii ACKNOWLEDGEMENT iv ABSTRACT v ABSTRAK vi TABLE OF CONTENTS vii LIST OF TABLES xi LIST OF FIGURES xii LIST OF SYMBOLS xvi LIST OF ABBREVIATIONS xix LIST OF APPENDICES xx INTRODUCTION 1.1 Background of Study 1 1.1.1 Effective Permittivity of Dielectric Mixtures 2 1.1.2 Transmission Line Method 3 1.2 Problem Statement 4 1.3 Objective of Research 4 1.4 Scope of Study 5 viii 1.5 Significance of Study 2 5 THEORY 2.1 Electromagnetic Theory 6 2.2 Coaxial and Shielding of Transmission Lines 8 2.3 Principle of The Transmission Line Method 11 2.4 Scattering Matrices S-Parameters 14 2.5 Plane Wave Reflection and Transmission at an Interface 16 2.6 Material Properties 18 2.6.1 Material Classifications 2.6.2 Intrinsic Impedance Coefficient 19 and Propagation 20 2.7 Dielectrics, Permittivity, and The Electric Field in a Dielectric 20 2.7.1 Dielectric Properties of Inhomogeneous Media 21 2.7.2 22 Dielectric Properties Measuring Technique 2.8 Transmission and Reflection Line Measurements Method 24 2.9 Dielectric Mixtures 25 2.9.1 Three- Dimensional Mixing Models 2.9.2 Theoretical Bounds Permittivity Effective 28 2.9.3 Principle of Numerical Mixture Calculations 28 2.9.4 Maxwell-Garnett Formula for Multiphase Composites 30 for The 27 2.10 FDTD Simulation 32 2.10.1 Time Domain Measurements 33 2.10.2 Stability Requirements and Boundary Conditions 34 ix 3 METHODOLOGY 3.1 EastFDTD 36 3.2 Modelling Steps 37 3.2.1 Modelling In Windows 37 3.3 Simulation Steps 38 3.3.1 Step 1: Establish The Project and Set Project Properties 38 3.3.2 General Parameters 39 3.3.3 Boundary Parameters 40 3.3.4 Calculation Domain and Mesh Grid Setting 42 3.3.5 Calculation Model 44 3.4 Step 2: Establish Simulation Model 45 3.5 Step 3: Create Source 47 3.6 Step 4: Create Records and Data PostProcessing 48 3.6.1 Point 3.7 Source (Natural Parameter in The Domain) 48 49 3.7.1 Gaussian Pulse 49 3.7.2 Spatial Character Parameter 50 3.7.2.1 3D Gaussian Beam 3.8 Utilities 50 52 3.8.1 Calculation In LINUX 52 3.8.2 Visualization Tools 53 3.8.3 Calculating The Transmission and Reflectance Spectra 53 3.9 Transmission Line Measurements 3.9.1 Transmission Line Modeling 3.10 Measuring S-parameters From FDTD Simulation 55 55 60 x 3.10.1 Effective Material Properties 61 3.11 Three - Dimensional Mixing Models 62 3.11.1 Simulation Setup 62 3.12 Random Mixtures 63 3.12.1 Local Permittivity Near Material Interfaces 4 RESULTS 4.1 Properties of TEM Waves in Coaxial Transmission Line 4.1.1 5 64 TEM Waves Along Transmission Line z-axis on 66 The 67 4.1.2 TEM Waves around of The Transmission Line 69 4.1.2.1 Three Points Check TEM Waves at Four Difference Axis (X and Y) 69 4.2 Air–Filled Transmission Line 70 4.3 Material-Filled Transmission Line 71 4.4 Calculations of Transmission and Reflection Coefficient 72 4.5 Random Mixtures 77 4.5.1 Mixture without Clustering (Dilute Mixture) 77 4.5.2 Three Phase Mixture 78 4.6 Soil and Sand Mixture Models 79 4.7 Wet Granular Materials 83 CONCLUSIONS AND RECOMMENDATIONS 5.1 Conclusions 90 5.2 Recommendations 92 REFERENCES 94 Appendices A - F 99 - 112 xix LIST OF ABBREVIATIONS ABC - Absorbing Boundary Conditions 3D - Three dimensional FDTD - Finite Difference Time Domain PML - Perfectly match layer UPML - Unixial anisotropic perfectly match layer PEC - (Ideal electric conductor) PMC - (Ideal magnetic conductor) ta - Polarization in the next direction of the axis of the light incident - Polarization in the more next direction of the axis of the light - Reflection in the next direction of the axis of the light incident - Reflection in the more next direction of the axis of the light - Transverse electromagnetic axis tb incident axis ra axis rb incident axis TEM xx LIST OF APPENDICES APPENDIX TITLE PAGE A INSTALLATIONS 99 B INPUT SOURCE 101 C RAW DATA OUTPUT 102 D GNU OCTAVE SCRIPT 103 E CALCULATIONS (DIELECTRIC PERMITTIVITY 108 AND CONDUCTIVITY) F MATERIAL-FILLED RESULTS 112 xii LIST OF FIGURES FIGURE NO. TITLE PAGE 2.1 Cross section of coaxial cable 8 2.2 Coaxial line (shielded) 9 2.3 E and H field in a coaxial transmission line 13 2.4 Signal Flows in a Two-Port Network 15 2.5 Plane wave reflection and transmission in a medium 18 interface 3.1 Linux server IP setting dialog box 37 3.2 EastFDTD modeling interface 37 3.3 Create project document 38 3.4 Global preferences setting 40 3.5 Specific parameter setting 41 3.6 Computational domain and time setting 43 3.7 Calculation modes 44 3.8 Symbol setting 45 3.9 Material parameter setting 46 3.10 Structure parameter setting 46 3.11 Gauss source parameter setting 47 3.12 Point record setting 48 3.13 The time domain parameter meaning of Gaussian pulse. 50 3.14 Parameter setting of Gaussian pulse 51 3.15 The field distribution schematic diagram of the field of each 52 component of the electric field at the cross section of beamwaist of 3D Gaussian beam. 3.16 The styles of data files 54 3.17 Dimensions of coaxial transmission line sample holder 56 xiii 3.18 Three different readings at the X-axis (620 mm, 500 mm, 57 and 580 mm) to calibrate the simulation process on the coaxial transmission line holder. Five difference points to record each fields along the transmission lines at z-axis where Point 1 (290 mm), Point 2 (445 mm), Point 3 (600 mm), Point 4 (755mm), and Point 5 (910 mm) 3.19(a) Four different points along the circular Z-axis to calibrate 57 the simulation process on the coaxial transmission line holder. Four difference points (Point A, B, C and D) to record each fields around the center of cylinder model (600 mm along z-axis) 3.19(b) Three different points along the Z-axis to calibrate the 58 simulation process on the coaxial transmission line holder (Point A at 350 mm along z-axis, Point B at 600 mm along z-axis and Point C at 850 mm along z-axis. 3.20 Empty specimen coaxial transmission line holder 58 3.21 Coaxial transmission line holders with presence of material 59 3.22 Dielectric conformal approximations for a small gap 65 4.1 The signal at Point 3 at 600 mm along z-axis for reading 1 67 4.2 The signal from five different points on all three readings 68 (P=Point record) 4.3 The signal at Point B along the z-axis (-X, +X, -Y, and +Y 69 axis) to record each fields around the center of cylinder model (600 mm along z-axis) 4.4 The signal at Point A (350 mm), Point B (600 mm) and 70 Point C (850 mm) along z-axis 4.5 Transmission and reflection signals on the air-filled 71 transmission line 4.6 Transmission and reflection signals on the material-filled 72 transmission line 4.7 Spectra of reflected signals for the air filled and material 74 xiv filled transmission lines 4.8 Spectra of transmitted signals for the air filled and material 74 filled transmission lines 4.9 Magnitude of the transmission and reflection coefficients 75 versus frequency 4.10 Phases of the transmission and reflection coefficients versus 75 frequency 4.11 Real (red line) and imaginary (green line) part of the 76 relative dielectric permittivity calculated from the FDTD simulations 4.12 DC conductivity calculated from the FDTD simulations 76 4.13 The effective relative permittivity of dilute mixtures from 77 FDTD simulation compared to those mixture formulas at 500 MHz 4.14 The effective relative permittivity of three mixtures (air- 78 solid-water) from FDTD simulation compared to those mixture formulas at 500 MHz 4.15 Frequency dependency of effective relative permittivity of 79 sandy loam at soil volumetric wetness of 4.3% 4.16 Frequency dependency of effective relative permittivity of 80 sandy loam at soil volumetric wetness of 24.3% 4.17 Frequency dependency of the effective relative permittivity 81 of soils calculated from FDTD simulations 4.18 Effective relative complex permittivity on volumetric 82 wetness at frequency 100 MHz and 400 MHz 4.19 Effective relative complex permittivity of sand 82 dependencies on volumetric wetness at a frequency of 100 MHz and 400 MHz 4.20(a) Measured relative permittivity vs. volumetric moisture content of pure sand from FDTD simulation compared to Maxwell-Garnett formula at 400 MHz frequency 84 xv 4.20(b) Measured relative permittivity vs. volumetric moisture 84 content of pure sand from FDTD simulation compared to Maxwell-Garnett formula at 100 MHz frequency 4.21(a) Measured relative permittivity vs. volumetric moisture 85 content of sand + 10% clay from FDTD simulation compared to Maxwell-Garnett formula at 400 MHz frequency 4.21(b) Measured relative permittivity vs. volumetric moisture 85 content of sand + 10% clay from FDTD simulation compared to Maxwell-Garnett formula at 100 MHz frequency 4.22(a) Measured relative permittivity vs. volumetric moisture 86 content of sand + 20% clay FDTD simulation compared to Maxwell-Garnett formula at 400 MHz frequency 4.22(b) Measured relative permittivity vs. volumetric moisture 86 content of sand + 20% clay FDTD simulation compared to Maxwell-Garnett formula at 100 MHz frequency 4.23(a) Conductivity vs. volumetric moisture content of pure sand 87 from FDTD simulation compared to Maxwell-Garnett formula at 400 MHz frequency 4.23(b) Conductivity vs. volumetric moisture content of sand + 10% 88 clay from FDTD simulation compared to Maxwell-Garnett formula at 400 MHz frequency 4.23(c) Conductivity vs. volumetric moisture content of sand + 20% clay from FDTD simulation compared to Maxwell-Garnett formula at 400 MHz frequency 88 xvi LIST OF SYMBOLS α - Polarizability β - Fitting parameter for constant phase element ɛ - Dielectric permittivity or dielectric constant ɛr - Complex dielectric permittivity ɛeff - Effective dielectric permittivity σ - Conductivity μ - Relative permeability μr - Complex relative permeability μeff - Effective relative permeability n - Refractive index neff - Effective refractive index λ - Wavelength λn - Wavelength in the medium δ - Loss angle c - Speed of light in vacuum or air (300mm/ns) v - Phase velocity xvii π - Radian θ - Phase angle t - Time k - Phase constant or wave number f - Frequency fc - Centre frequency fco - Cut – off frequency fmax, fm - Maximum frequency fmin - Minimum frequency Γ - Reflection coefficient Δ - Delta or interval Δt - Time interval ω - Angular frequency rin - Inner radius rout - Outer radius Nt - Fitting parameter for constant phase element B - Magnetic induction vector D - Electric displacement vector E - Electric field Ei - Incident electric field Er - Reflected electric field xviii Et - Transmitted electric field H - Magnetic field J - Current density vector L - Length of transmission line S - Pointing vector S11 - Reflection coefficient S21 - Transmission coefficient │S11│ , │S21│- Magnitude of the S-parameters (Complex S-parameters) T - Transmission coefficient Z - Impedance z - Effective impedance xi LIST OF TABLES TABLE NO. TITLE PAGE 2.1 Comparison Between The Measurement Methods 23 2.2 Polarization Factors For Ellipsoids 31 4.1 Composition For Soil Model 84 F.1 Attenuation and Relative Permittivity of Subsurface 113 Material Measured at 500 MHz F.2 Dielectric Constant of Soil at Various Porosity Values 114