{
"cells": [
{
"cell_type": "markdown",
"source": [
"# Multi-pole Debye model for biological tissues\r\n",
"\r\n",
"In the ``user_libs`` sub-package is a module called ``DebyeFit`` which can be used to to fit a multi-Debye expansion to dielectric data. As an adaptation of Debye model, the Cole-Cole model develops by introducing an exponent parameter $\\alpha$. By applying the variable ```alpha```, the Cole-Cole model not only can achieve broader dispersions but also it flats the relaxation spectra. Due to these advantages and improvements, the **Cole-Cole model** is widely used in characterizing the complex permittivity of biological materials under high frequencies. Cole-Cole media cannot be directly implemented to FDTD, that's why approximations of the model (in the script by a multi-Debye function) are employed. In the gprMax code the **Cole-Cole model** could be approximated by using a variation of Havriliak-Negami function with ```beta = 1```, and given as\r\n",
"\r\n",
"$$\r\n",
"\\epsilon(\\omega) = \\epsilon_{\\infty} + \\frac{\\Delta\\epsilon}{1+\\left(j\\omega t_{0}\\right)^{a}}\r\n",
"$$\r\n",
"where $\\epsilon(\\omega)$ is frequency dependent dielectric properties, $\\Delta\\epsilon$ - difference between the real permittivity at zero and infinity frequency.\r\n",
"$\\tau_{0}$ is relaxation time, $\\epsilon_{\\infty}$ - real part of relative permittivity at infinity frequency.\r\n",
"\r\n",
"In the notebook to model biological tissues in wide range of frequences we used data from Gabriel et al. [1,2] and the ```HavriliakNegami``` class has the following structure:\r\n",
"\r\n",
"```\r\n",
"HavriliakNegami(f_min, f_max,\r\n",
" alpha, beta, e_inf, de, tau_0,\r\n",
" sigma, mu, mu_sigma, material_name,\r\n",
" number_of_debye_poles=-1, f_n=50,\r\n",
" plot=False, save=True,\r\n",
" optimizer=PSO_DLS,\r\n",
" optimizer_options={})\r\n",
"```\r\n",
"\r\n",
"* ``f_min`` is first bound of the frequency range used to approximate the given function (Hz),\r\n",
"* ``f_max`` is second bound of the frequency range used to approximate the given function (Hz),\r\n",
"* ``alpha`` is real positive float number which varies 0 < $\\alpha$ < 1,\r\n",
"* ``beta`` is real positive float number which varies 0 < $\\beta$ < 1,\r\n",
"* ``e_inf`` is a real part of relative permittivity at infinity frequency,\r\n",
"* ```de``` is a difference between the real permittivity at zero and infinity frequency,\r\n",
"* ```tau_0``` is a relaxation time,\r\n",
"* ```sigma``` is a conductivity (Siemens/metre),\r\n",
"* ```mu``` is a relative permeability,\r\n",
"* ```mu_sigma``` is a magnetic loss,\r\n",
"* ```material_name``` is definition of material name,\r\n",
"* ```number_of_debye_poles``` is choosen number of Debye poles,\r\n",
"* ```f_n``` is choosen number of frequences,\r\n",
"* ```plot``` is a switch to turn on the plotting,\r\n",
"* ```save``` is a switch to turn on the saving final material properties,\r\n",
"* ```optimizer``` is a choosen optimizer to fit model to dielectric data,\r\n",
"* ```optimizer_options``` is a dict for options of choosen optimizer.\r\n",
"\r\n",
"[1] S Gabriel et al 1996 Phys. Med. Biol. 41 2271
\r\n",
"[2] A Peyman and C Gabriel 2010 Phys. Med. Biol. 55 N413\r\n"
],
"metadata": {}
},
{
"cell_type": "code",
"execution_count": 1,
"source": [
"import timeit\n",
"import os, sys\n",
"sys.path.append(os.path.abspath(os.path.join('..')))\n",
"from Debye_Fit import HavriliakNegami\n",
"\n",
"tissues = { 'Bone': [2, 39.8, 8.42e-12, 0.72],\n",
" 'Fat': [2, 12.68, 10.49e-12, 0.85],\n",
" 'Skin': [3.0, 46.03, 7.80e-12, 0.66],\n",
" 'Tongue': [4.0, 53.00, 8.35e-12, 0.74],\n",
" 'Skull': [2.0, 42.42, 8.84e-12, 0.67]\n",
" }\n",
"results = []\n",
"for key, value in tissues.items():\n",
" print(f'Using {key}')\n",
"\n",
" start = timeit.default_timer()\n",
" setup = HavriliakNegami(f_min=1e1, f_max=1e11,\n",
" alpha=value[3], beta=1,\n",
" e_inf=value[0], de=value[1], tau_0=value[2],\n",
" sigma=0, mu=0, mu_sigma=0,\n",
" material_name=key,\n",
" number_of_debye_poles=5, f_n=100,\n",
" plot=True, save=False,\n",
" optimizer_options={'seed':111})\n",
" error, _ = setup.run()\n",
" stop = timeit.default_timer()\n",
"\n",
" print(f'Time for {key} tissue in aproximating {setup.name}: {stop - start}')\n",
" results.append({'tissue': key, 'duration': stop - start, 'average error': error})\n",
"\n",
"print(f\"{'Tissue':^70s}|{'Duration':^10s}|{'Average Error':^20s}\")\n",
"for v in results:\n",
" print(f\"{v['tissue']:^70s}|{v['duration']:^10.4f}|{v['average error']:^20.4f}\")\n"
],
"outputs": [
{
"output_type": "stream",
"name": "stderr",
"text": [
"Debye fitting: 34%|███▍ | 17/50 [00:00<00:00, 159.98it/s]"
]
},
{
"output_type": "stream",
"name": "stdout",
"text": [
"Using Bone\n",
"Approximating Havriliak-Negami function using 5 Debye poles\n",
"Havriliak-Negami function parameters: \n",
"f_min = 10.0\n",
"f_max = 100000000000.0\n",
"eps_inf = 2\n",
"Delta_eps = 39.8\n",
"tau_0 = 8.42e-12\n",
"alpha = 0.72\n",
"beta = 1\n",
"\n"
]
},
{
"output_type": "stream",
"name": "stderr",
"text": [
"Debye fitting: 100%|██████████| 50/50 [00:00<00:00, 165.70it/s]\n"
]
},
{
"output_type": "stream",
"name": "stdout",
"text": [
"Debye expansion parameters: \n",
" | e_inf | De | log(tau_0) |\n",
"_________________________________________________________________\n",
"Debye 1| 1.04811 | 14.37070 | -11.50424 |\n",
"_________________________________________________________________\n",
"Debye 2| 1.04811 | 0.00024 | -2.50506 |\n",
"_________________________________________________________________\n",
"Debye 3| 1.04811 | 16.42907 | -10.85246 |\n",
"_________________________________________________________________\n",
"Debye 4| 1.04811 | 5.53418 | -10.06703 |\n",
"_________________________________________________________________\n",
"Debye 5| 1.04811 | 0.54964 | 2.00000 |\n",
"_________________________________________________________________\n",
"#material: 5.240573088303785 0 0 0 Bone\n",
"#add_dispersion_debye: 5 14.370703536125555 3.1315860992152602e-12 0.00023587330430530073 0.0031256545048699257 16.42907022488462 1.4045512404478602e-11 5.534175174392434 8.569821922995581e-11 0.5496448720524273 100.0 Bone\n",
"The average fractional error for:\n",
"- real part: 0.7835120158411694\n",
"- imaginary part: 18.653516296534427\n",
"\n"
]
},
{
"output_type": "display_data",
"data": {
"text/plain": [
""
],
"image/png": "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"
},
"metadata": {}
},
{
"output_type": "stream",
"name": "stderr",
"text": [
"Debye fitting: 34%|███▍ | 17/50 [00:00<00:00, 169.56it/s]"
]
},
{
"output_type": "stream",
"name": "stdout",
"text": [
"Time for Bone tissue in aproximating Havriliak-Negami function: 0.772145033995912\n",
"Using Fat\n",
"Approximating Havriliak-Negami function using 5 Debye poles\n",
"Havriliak-Negami function parameters: \n",
"f_min = 10.0\n",
"f_max = 100000000000.0\n",
"eps_inf = 2\n",
"Delta_eps = 12.68\n",
"tau_0 = 1.049e-11\n",
"alpha = 0.85\n",
"beta = 1\n",
"\n"
]
},
{
"output_type": "stream",
"name": "stderr",
"text": [
"Debye fitting: 100%|██████████| 50/50 [00:00<00:00, 169.11it/s]\n"
]
},
{
"output_type": "stream",
"name": "stdout",
"text": [
"Debye expansion parameters: \n",
" | e_inf | De | log(tau_0) |\n",
"_________________________________________________________________\n",
"Debye 1| 0.47214 | 5.16053 | -11.30045 |\n",
"_________________________________________________________________\n",
"Debye 2| 0.47214 | 0.74747 | -10.08593 |\n",
"_________________________________________________________________\n",
"Debye 3| 0.47214 | 0.00853 | 2.00000 |\n",
"_________________________________________________________________\n",
"Debye 4| 0.47214 | 6.26922 | -10.77351 |\n",
"_________________________________________________________________\n",
"Debye 5| 0.47214 | 0.14272 | -8.97388 |\n",
"_________________________________________________________________\n",
"#material: 2.3607045047701423 0 0 0 Fat\n",
"#add_dispersion_debye: 5 5.160532033592277 5.006714100876374e-12 0.747465221287225 8.204764375295631e-11 0.00853179247842685 100.0 6.269220303547074 1.6845742584224683e-11 0.14271656481000972 1.0619824232122886e-09 Fat\n",
"The average fractional error for:\n",
"- real part: 0.15467592283586448\n",
"- imaginary part: 1.1616325238983898\n",
"\n"
]
},
{
"output_type": "display_data",
"data": {
"text/plain": [
""
],
"image/png": "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"
},
"metadata": {}
},
{
"output_type": "stream",
"name": "stderr",
"text": [
"Debye fitting: 34%|███▍ | 17/50 [00:00<00:00, 164.15it/s]"
]
},
{
"output_type": "stream",
"name": "stdout",
"text": [
"Time for Fat tissue in aproximating Havriliak-Negami function: 0.6834999749989947\n",
"Using Skin\n",
"Approximating Havriliak-Negami function using 5 Debye poles\n",
"Havriliak-Negami function parameters: \n",
"f_min = 10.0\n",
"f_max = 100000000000.0\n",
"eps_inf = 3.0\n",
"Delta_eps = 46.03\n",
"tau_0 = 7.8e-12\n",
"alpha = 0.66\n",
"beta = 1\n",
"\n"
]
},
{
"output_type": "stream",
"name": "stderr",
"text": [
"Debye fitting: 100%|██████████| 50/50 [00:00<00:00, 166.29it/s]\n"
]
},
{
"output_type": "stream",
"name": "stdout",
"text": [
"Debye expansion parameters: \n",
" | e_inf | De | log(tau_0) |\n",
"_________________________________________________________________\n",
"Debye 1| 1.66252 | 1.95580 | -9.15926 |\n",
"_________________________________________________________________\n",
"Debye 2| 1.66252 | 5.79020 | -10.11055 |\n",
"_________________________________________________________________\n",
"Debye 3| 1.66252 | 18.81482 | -11.45058 |\n",
"_________________________________________________________________\n",
"Debye 4| 1.66252 | 0.00151 | -0.75446 |\n",
"_________________________________________________________________\n",
"Debye 5| 1.66252 | 14.06417 | -10.76816 |\n",
"_________________________________________________________________\n",
"#material: 8.312601692424874 0 0 0 Skin\n",
"#add_dispersion_debye: 5 1.9557969629582121 6.930176568266116e-10 5.79020419478428 7.75267724949524e-11 18.81481684105413 3.5433661281622673e-12 0.0015054765098175067 0.17600956236449705 14.064166821997482 1.705467512748438e-11 Skin\n",
"The average fractional error for:\n",
"- real part: 0.43961771553229534\n",
"- imaginary part: 5.549052191748559\n",
"\n"
]
},
{
"output_type": "display_data",
"data": {
"text/plain": [
""
],
"image/png": "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"
},
"metadata": {}
},
{
"output_type": "stream",
"name": "stderr",
"text": [
"Debye fitting: 34%|███▍ | 17/50 [00:00<00:00, 166.53it/s]"
]
},
{
"output_type": "stream",
"name": "stdout",
"text": [
"Time for Skin tissue in aproximating Havriliak-Negami function: 0.6352267279944499\n",
"Using Tongue\n",
"Approximating Havriliak-Negami function using 5 Debye poles\n",
"Havriliak-Negami function parameters: \n",
"f_min = 10.0\n",
"f_max = 100000000000.0\n",
"eps_inf = 4.0\n",
"Delta_eps = 53.0\n",
"tau_0 = 8.35e-12\n",
"alpha = 0.74\n",
"beta = 1\n",
"\n"
]
},
{
"output_type": "stream",
"name": "stderr",
"text": [
"Debye fitting: 100%|██████████| 50/50 [00:00<00:00, 169.33it/s]\n"
]
},
{
"output_type": "stream",
"name": "stdout",
"text": [
"Debye expansion parameters: \n",
" | e_inf | De | log(tau_0) |\n",
"_________________________________________________________________\n",
"Debye 1| 1.80231 | 14.40514 | -10.42732 |\n",
"_________________________________________________________________\n",
"Debye 2| 1.80231 | 6.44283 | -0.25680 |\n",
"_________________________________________________________________\n",
"Debye 3| 1.80231 | 1.80828 | -9.36282 |\n",
"_________________________________________________________________\n",
"Debye 4| 1.80231 | 31.72802 | -11.25421 |\n",
"_________________________________________________________________\n",
"Debye 5| 1.80231 | 1162.95358 | 2.00000 |\n",
"_________________________________________________________________\n",
"#material: 9.011559960432892 0 0 0 Tongue\n",
"#add_dispersion_debye: 5 14.405141198038873 3.7383341800690826e-11 6.4428341169784 0.5536090608748777 1.8082778093242489 4.336867530031606e-10 31.7280224411847 5.569106732416047e-12 1162.953578214155 100.0 Tongue\n",
"The average fractional error for:\n",
"- real part: 0.6006175468949433\n",
"- imaginary part: 7.772535557892783\n",
"\n"
]
},
{
"output_type": "display_data",
"data": {
"text/plain": [
""
],
"image/png": "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"
},
"metadata": {}
},
{
"output_type": "stream",
"name": "stderr",
"text": [
"Debye fitting: 34%|███▍ | 17/50 [00:00<00:00, 165.94it/s]"
]
},
{
"output_type": "stream",
"name": "stdout",
"text": [
"Time for Tongue tissue in aproximating Havriliak-Negami function: 0.6172178669949062\n",
"Using Skull\n",
"Approximating Havriliak-Negami function using 5 Debye poles\n",
"Havriliak-Negami function parameters: \n",
"f_min = 10.0\n",
"f_max = 100000000000.0\n",
"eps_inf = 2.0\n",
"Delta_eps = 42.42\n",
"tau_0 = 8.84e-12\n",
"alpha = 0.67\n",
"beta = 1\n",
"\n"
]
},
{
"output_type": "stream",
"name": "stderr",
"text": [
"Debye fitting: 100%|██████████| 50/50 [00:00<00:00, 172.14it/s]\n"
]
},
{
"output_type": "stream",
"name": "stdout",
"text": [
"Debye expansion parameters: \n",
" | e_inf | De | log(tau_0) |\n",
"_________________________________________________________________\n",
"Debye 1| 1.16879 | 4.30502 | -9.67771 |\n",
"_________________________________________________________________\n",
"Debye 2| 1.16879 | 0.62742 | -8.53248 |\n",
"_________________________________________________________________\n",
"Debye 3| 1.16879 | 17.10244 | -10.69921 |\n",
"_________________________________________________________________\n",
"Debye 4| 1.16879 | 0.01483 | 0.32694 |\n",
"_________________________________________________________________\n",
"Debye 5| 1.16879 | 16.50320 | -11.48368 |\n",
"_________________________________________________________________\n",
"#material: 5.843933638816463 0 0 0 Skull\n",
"#add_dispersion_debye: 5 4.305015137018 2.1003222415557671e-10 0.6274192635853666 2.934398792362933e-09 17.10244026183595 1.9988873987666217e-11 0.014833840850240965 2.122947489067248 16.503204707671724 3.2833617893895855e-12 Skull\n",
"The average fractional error for:\n",
"- real part: 0.388406674252753\n",
"- imaginary part: 3.195893266078744\n",
"\n"
]
},
{
"output_type": "display_data",
"data": {
"text/plain": [
""
],
"image/png": "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"
},
"metadata": {}
},
{
"output_type": "stream",
"name": "stdout",
"text": [
"Time for Skull tissue in aproximating Havriliak-Negami function: 0.6519905909954105\n",
" Tissue | Duration | Average Error \n",
" Bone | 0.7721 | 19.4370 \n",
" Fat | 0.6835 | 1.3163 \n",
" Skin | 0.6352 | 5.9887 \n",
" Tongue | 0.6172 | 8.3732 \n",
" Skull | 0.6520 | 3.5843 \n"
]
}
],
"metadata": {}
},
{
"cell_type": "code",
"execution_count": null,
"source": [],
"outputs": [],
"metadata": {}
}
],
"metadata": {
"interpreter": {
"hash": "37158c156ec702d2e9af767e7473a69b78166e480f95f5febe9e1d9fbe31040b"
},
"kernelspec": {
"name": "python3",
"display_name": "Python 3.8.10 64-bit ('gprMax_Debye': conda)"
},
"language_info": {
"name": "python",
"version": "3.8.10",
"mimetype": "text/x-python",
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"pygments_lexer": "ipython3",
"nbconvert_exporter": "python",
"file_extension": ".py"
}
},
"nbformat": 4,
"nbformat_minor": 5
}