{ "cells": [ { "cell_type": "markdown", "id": "995aad53", "metadata": {}, "source": [ "# Tutorial on Scattering" ] }, { "cell_type": "markdown", "id": "c44ccadc-4d15-4bca-87e9-a2b000d7ca8d", "metadata": {}, "source": [ "In this notebook, you will\n", "\n", "- Learn what scattering is and why it is important\n", "- Make various ray tracing experiments to validate some theoretical results\n", "- Familiarize yourself with the Sionna RT API\n", "- Visualize the impact of scattering on channel impulse responses and radio maps" ] }, { "cell_type": "markdown", "id": "87697a33-5cb4-46a0-b5f4-1e25e8773ee0", "metadata": { "tags": [] }, "source": [ "## Imports" ] }, { "cell_type": "code", "execution_count": null, "id": "d2db0a91-13ec-4a94-82e2-a1a17e95e6f5", "metadata": { "execution": { "iopub.execute_input": "2025-03-14T11:08:40.289628Z", "iopub.status.busy": "2025-03-14T11:08:40.289091Z", "iopub.status.idle": "2025-03-14T11:08:41.315004Z", "shell.execute_reply": "2025-03-14T11:08:41.313935Z" }, "tags": [] }, "outputs": [], "source": [ "from math import sqrt, log10\n", "import numpy as np\n", "import drjit as dr\n", "import matplotlib.pyplot as plt\n", "\n", "# Import or install Sionna\n", "try:\n", " import sionna.rt\n", "except ImportError as e:\n", " import os\n", " os.system(\"pip install sionna-rt\")\n", " import sionna.rt\n", "\n", "from sionna.rt import LambertianPattern, DirectivePattern, BackscatteringPattern,\\\n", " load_scene, Camera, Transmitter, Receiver, PlanarArray,\\\n", " PathSolver, RadioMapSolver, cpx_abs, cpx_convert\n", "\n", "no_preview = True # Toggle to False to use the preview widget\n", " # instead of rendering for scene visualization" ] }, { "cell_type": "markdown", "id": "c7c2a353", "metadata": { "tags": [] }, "source": [ "## Scattering Basics" ] }, { "cell_type": "markdown", "id": "5cff375f-8417-47c4-a5c7-d432dda5e998", "metadata": {}, "source": [ "![System Model](data:image/png;base64,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] }, { "cell_type": "markdown", "id": "eefe1992", "metadata": {}, "source": [ "When an electromagnetic wave impinges on a surface, one part of the energy gets reflected while the other part gets refracted, i.e., it propagates into the surface. We distinguish between two types of reflection, specular and diffuse. The latter type is also called diffuse scattering, or just scattering. When a rays hits a diffuse reflection surface, it is not reflected into a single (specular) direction but rather scattered toward many different directions.\n", "\n", "One way to think about scattering is that every infinitesimally small surface element $dA$ (as shown in the figure above) reradiates a part of the energy impinging on it. It essentially behaves like a point source that radiates electromagnetic waves into the hemisphere defined by the surface normal [1]. Similar to the far-field of an antenna which is determined by the antenna pattern, the scattered field is determined by the scattering pattern of the surface element, denoted $f_\\text{s}(\\hat{\\mathbf{k}}_\\text{i}, \\hat{\\mathbf{k}}_\\text{s})$, where $\\hat{\\mathbf{k}}_\\text{i}$ and $\\hat{\\mathbf{k}}_\\text{s}$ are the incoming and scattered directions, respectively. In other words, the scattered field can be stronger in certain directions than others. \n", "\n", "The most important difference between diffuse and specular reflections for ray tracing is that an incoming ray essentially spawns infinitely many scattered rays while there is only a single specular path. In order to computed the scattered field at a particular position, one needs to integrate the scattered field over the entire surface.\n", "\n", "Let us have a look at some common scattering patterns that are implemented in Sionna RT:" ] }, { "cell_type": "code", "execution_count": 2, "id": "55f65106", "metadata": { "execution": { "iopub.execute_input": "2025-03-14T11:08:41.319433Z", "iopub.status.busy": "2025-03-14T11:08:41.319055Z", "iopub.status.idle": "2025-03-14T11:08:43.567792Z", "shell.execute_reply": "2025-03-14T11:08:43.567138Z" }, "tags": [] }, "outputs": [ { "data": { "image/png": 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", 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "LambertianPattern().show();" ] }, { "cell_type": "code", "execution_count": 3, "id": "3019e3e7", "metadata": { "execution": { "iopub.execute_input": "2025-03-14T11:08:43.571593Z", "iopub.status.busy": "2025-03-14T11:08:43.571287Z", "iopub.status.idle": "2025-03-14T11:08:45.891922Z", "shell.execute_reply": "2025-03-14T11:08:45.891194Z" }, "tags": [] }, "outputs": [ { "data": { "image/png": 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", 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# The stronger alpha_r, the more the pattern\n", "# is concentrated around the specular direction.\n", "DirectivePattern(alpha_r=10).show(show_directions=True);" ] }, { "cell_type": "markdown", "id": "4cff2bf2", "metadata": {}, "source": [ "In order to develop a feeling for the difference between specular and diffuse reflections, let us load a very simple scene with a single quadratic reflector and place a transmitter and receiver in it." ] }, { "cell_type": "code", "execution_count": 4, "id": "afb6438c", "metadata": { "execution": { "iopub.execute_input": "2025-03-14T11:08:45.895014Z", "iopub.status.busy": "2025-03-14T11:08:45.894754Z", "iopub.status.idle": "2025-03-14T11:08:46.971705Z", "shell.execute_reply": "2025-03-14T11:08:46.970993Z" }, "tags": [] }, "outputs": [ { "data": { "image/png": "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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "scene = load_scene(sionna.rt.scene.simple_reflector, merge_shapes=False)\n", "\n", "# Configure the transmitter and receiver arrays\n", "scene.tx_array = PlanarArray(num_rows=1,\n", " num_cols=1,\n", " vertical_spacing=0.5,\n", " horizontal_spacing=0.5,\n", " pattern=\"iso\",\n", " polarization=\"V\")\n", "\n", "scene.rx_array = scene.tx_array\n", "\n", "# Add a transmitter and receiver with equal distance from the center of the surface\n", "# at an angle of 45 degrees.\n", "dist = 5\n", "d = dist/sqrt(2)\n", "scene.add(Transmitter(name=\"tx\", position=[-d,0,d]))\n", "scene.add(Receiver(name=\"rx\", position=[d,0,d]))\n", "\n", "if no_preview:\n", " # Add a camera for visualization\n", " my_cam = Camera(position=[0, -30, 20], look_at=[0,0,3])\n", " scene.render(camera=my_cam, num_samples=128)\n", "else:\n", " scene.preview()" ] }, { "cell_type": "markdown", "id": "488f6f6f", "metadata": {}, "source": [ "Next, let us compute the specularly reflected path:" ] }, { "cell_type": "code", "execution_count": 5, "id": "89830251", "metadata": { "execution": { "iopub.execute_input": "2025-03-14T11:08:46.974052Z", "iopub.status.busy": "2025-03-14T11:08:46.973802Z", "iopub.status.idle": "2025-03-14T11:08:48.609910Z", "shell.execute_reply": "2025-03-14T11:08:48.609294Z" }, "tags": [] }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "p_solver = PathSolver()\n", "paths = p_solver(scene=scene, los=False, specular_reflection=True)\n", "\n", "if no_preview:\n", " scene.render(camera=my_cam, paths=paths);\n", "else:\n", " scene.preview(paths=paths)" ] }, { "cell_type": "markdown", "id": "75fc033f", "metadata": {}, "source": [ "As expected from geometrical optics (GO), the specular path goes through the center of the reflector and has indentical incoming and outgoing angles with the surface normal." ] }, { "cell_type": "markdown", "id": "1163a40a", "metadata": {}, "source": [ "We can compute the scattered paths in a similar way:" ] }, { "cell_type": "code", "execution_count": 6, "id": "d0b02c0a", "metadata": { "execution": { "iopub.execute_input": "2025-03-14T11:08:48.612359Z", "iopub.status.busy": "2025-03-14T11:08:48.612094Z", "iopub.status.idle": "2025-03-14T11:08:48.813807Z", "shell.execute_reply": "2025-03-14T11:08:48.812867Z" }, "tags": [] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "([[[[[]]]]], [[[[[]]]]])\n" ] } ], "source": [ "paths = p_solver(scene=scene, los=False, specular_reflection=False, diffuse_reflection=True)\n", "print(paths.a)" ] }, { "cell_type": "markdown", "id": "ea8ef499-a3ab-4c08-a023-41741beab6be", "metadata": {}, "source": [ "It might be to your surpise that there is not a single diffusely reflected path. The reason for this is, however, very simple.\n", "The radio material of the reflector in the scene is simply not diffusely reflecting at all. We can change this behavior by changing the value of scattering coefficient $S$ to a positive value. The squared scattering coefficient $S^2$ determines which portion of the totally reflected energy (specular and diffuse combined) is diffusely reflected. For details on the precise modeling of the scattered field, we refer to the [EM Primer](https://nvlabs.github.io/sionna/rt/em_primer.html#scattering)." ] }, { "cell_type": "code", "execution_count": 7, "id": "7b0d8f9b-27b8-434f-a22c-ee73faa1d830", "metadata": { "execution": { "iopub.execute_input": "2025-03-14T11:08:48.816659Z", "iopub.status.busy": "2025-03-14T11:08:48.816370Z", "iopub.status.idle": "2025-03-14T11:08:49.549025Z", "shell.execute_reply": "2025-03-14T11:08:49.548064Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "There are 2252 scattered paths.\n" ] } ], "source": [ "scene.get(\"reflector\").radio_material.scattering_coefficient = 0.5\n", "paths = p_solver(scene=scene, los=False, specular_reflection=False,\n", " diffuse_reflection=True, samples_per_src=10**6)\n", "print(f\"There are {paths.a[0].shape[-1]} scattered paths.\")" ] }, { "cell_type": "markdown", "id": "bd192903-0480-472a-86b2-32b3b5fd6202", "metadata": {}, "source": [ "The number of rays hitting the surface is proportional to the total number of rays shot and the squared distance between the transmitter and the surface. However, the total received energy across the surface is constant as the transmitted energy is equally divided between all rays.\n", "If we double the number of rays that are shot from each source (i.e., transmitting antenna), the number of diffusely reflected paths should also double:" ] }, { "cell_type": "code", "execution_count": 8, "id": "907ef8de-23e1-489d-8dc2-d800755a0442", "metadata": { "execution": { "iopub.execute_input": "2025-03-14T11:08:49.551576Z", "iopub.status.busy": "2025-03-14T11:08:49.551278Z", "iopub.status.idle": "2025-03-14T11:08:50.269133Z", "shell.execute_reply": "2025-03-14T11:08:50.267489Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "There are 4506 scattered paths.\n" ] } ], "source": [ "paths = p_solver(scene=scene, los=False, specular_reflection=False,\n", " diffuse_reflection=True, samples_per_src=2*10**6)\n", "print(f\"There are {paths.a[0].shape[-1]} scattered paths.\")" ] }, { "cell_type": "markdown", "id": "ff47a565", "metadata": {}, "source": [ "## Scattering Patterns" ] }, { "cell_type": "markdown", "id": "603f5feb", "metadata": {}, "source": [ "In order to study the impact of the scattering pattern, let's replace the perfectly diffuse Lambertian pattern (which all radio materials have by default) by the [DirectivePattern](https://nvlabs.github.io/rt/api/radio_materials.html#sionna.rt.DirectivePattern). The larger the integer parameter $\\alpha_r$, the more the scattered field is focused around the direction of the specular reflection." ] }, { "cell_type": "code", "execution_count": 9, "id": "4a837f1d", "metadata": { "execution": { "iopub.execute_input": "2025-03-14T11:08:50.272404Z", "iopub.status.busy": "2025-03-14T11:08:50.271900Z", "iopub.status.idle": "2025-03-14T11:08:54.637252Z", "shell.execute_reply": "2025-03-14T11:08:54.636387Z" }, "tags": [] }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "scattering_pattern = DirectivePattern(1)\n", "scene.get(\"reflector\").radio_material.scattering_pattern = scattering_pattern\n", "alpha_rs =[1,2,3,5,10,30,50,100]\n", "received_powers = []\n", "for alpha_r in alpha_rs:\n", " scattering_pattern.alpha_r = alpha_r\n", " paths = p_solver(scene=scene, los=False, specular_reflection=False, diffuse_reflection=True)\n", " received_powers.append(10*log10(dr.sum(cpx_abs(paths.a)**2).numpy()))\n", " \n", "plt.figure()\n", "plt.plot(alpha_rs, received_powers)\n", "plt.xlabel(r\"$\\alpha_r$\")\n", "plt.ylabel(\"Received power (dB)\");\n", "plt.title(\"Impact of the Directivity of the Scattering Pattern\");" ] }, { "cell_type": "markdown", "id": "f198441b", "metadata": {}, "source": [ "We can indeed observe that the received energy increases with $\\alpha_r$. This is because the scattered paths are almost parallel to the specular path directions in this scene. If we move the receiver away from the specular direction, this effect should be reversed." ] }, { "cell_type": "code", "execution_count": 10, "id": "2d7a4a20", "metadata": { "execution": { "iopub.execute_input": "2025-03-14T11:08:54.642094Z", "iopub.status.busy": "2025-03-14T11:08:54.641892Z", "iopub.status.idle": "2025-03-14T11:08:54.996631Z", "shell.execute_reply": "2025-03-14T11:08:54.995754Z" }, "tags": [] }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Move the receiver closer to the surface, i.e., away from the specular angle theta=45deg\n", "scene.get(\"rx\").position = [d, 0, 1]\n", "received_powers = []\n", "for alpha_r in alpha_rs:\n", " scattering_pattern.alpha_r = alpha_r\n", " paths = p_solver(scene=scene, los=False, specular_reflection=False, diffuse_reflection=True)\n", " received_powers.append(10*log10(dr.sum(cpx_abs(paths.a)**2).numpy()))\n", " \n", "plt.figure()\n", "plt.plot(alpha_rs, received_powers)\n", "plt.xlabel(r\"$\\alpha_r$\")\n", "plt.ylabel(\"Received power (dB)\");\n", "plt.title(\"Impact of the Directivity of the Scattering Pattern\");" ] }, { "cell_type": "markdown", "id": "78c92471", "metadata": {}, "source": [ "## Validation Against the \"Far\"-Wall Approximation" ] }, { "cell_type": "markdown", "id": "acfc4b4d", "metadata": {}, "source": [ "If the scattering surface is small compared to the distance from its center to the transmitter and receiver, respectively, it can be approximated by a single scattering source that reradiates parts of the energy it has captured by the entire surface $A$. In other words, the scattered field is well approximated by a single ray originating from the barycenter of the surface [2]. The reason for this behavior is that the scattering angle is almost constant for any point on the surface. As described in the [EM Primer](https://nvlabs.github.io/sionna/rt/em_primer.html#scattering), the received power of the scattered path can be computed as\n", "\n", "$$ \n", "P_r = \\left(\\frac{\\lambda S \\Gamma}{4\\pi r_i r_s}\\right)^2 f_\\text{s}(\\hat{\\mathbf{k}}_\\text{i}, \\hat{\\mathbf{k}}_\\text{s}) \\cos(\\theta_i) A\n", "$$\n", "\n", "which simplifies for a perfect reflector ($\\Gamma=1$) with Lambertian scattering pattern and unit surface area to\n", "\n", "$$ \n", "P_r = \\left(\\frac{\\lambda S}{4\\pi r_i r_s}\\right)^2 \\frac{\\cos(\\theta_i)\\cos(\\theta_s)}{\\pi}\n", "$$\n", "\n", "where $r_i$ and $r_s$ are the distances between the surface center and the transmitter and receiver, respectively. \n", "\n", "We have constructed our scene such that $r_i=r_s$ and $\\theta_i=\\theta_s=\\pi/4$, so that $\\cos(\\theta_i)=1/\\sqrt{2}$.\n", "Thus,\n", "\n", "$$\n", "P_r = \\left(\\frac{\\lambda S}{4\\pi r_i^2 }\\right)^2 \\frac{1}{2\\pi}\n", "$$\n", "\n", "Let's validate for which distances $r_i$ this approximation holds." ] }, { "cell_type": "code", "execution_count": 11, "id": "1608a53d", "metadata": { "execution": { "iopub.execute_input": "2025-03-14T11:08:55.001640Z", "iopub.status.busy": "2025-03-14T11:08:55.001334Z", "iopub.status.idle": "2025-03-14T11:08:56.243596Z", "shell.execute_reply": "2025-03-14T11:08:56.242830Z" }, "tags": [] }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "s = 0.7 # Scattering coefficient\n", "\n", "# Configure the radio material\n", "scene.get(\"reflector\").radio_material.scattering_pattern = LambertianPattern()\n", "scene.get(\"reflector\").radio_material.scattering_coefficient = s\n", "\n", "# Set the carrier frequency\n", "scene.frequency = 3.5e9\n", "wavelength = scene.wavelength\n", "\n", "r_is = [0.1, 1, 2, 5, 10] # Varying distances\n", "received_powers = []\n", "theo_powers = []\n", "for r_i in r_is:\n", " # Update the positions of TX and RX\n", " d = r_i/sqrt(2)\n", " scene.get(\"tx\").position = [-d, 0, d]\n", " scene.get(\"rx\").position = [d, 0, d]\n", " paths = p_solver(scene=scene, los=False, specular_reflection=False, diffuse_reflection=True)\n", " received_powers.append(10*log10(dr.sum(cpx_abs(paths.a)**2).numpy()))\n", " \n", " # Compute theoretically received power using the far-wall approximation\n", " theo_powers.append(10*log10((wavelength[0]*s/(4*dr.pi*r_i**2))**2/(2*dr.pi)))\n", " \n", "plt.figure()\n", "plt.plot(r_is, received_powers)\n", "plt.plot(r_is, theo_powers, \"--\")\n", "plt.title(\"Validation of the Scattered Field Power\")\n", "plt.xlabel(r\"$r_i$ (m)\")\n", "plt.ylabel(\"Received power (dB)\");\n", "plt.legend([\"Ray tracing\", \"\\\"Far\\\"-wall approximation\"]);" ] }, { "cell_type": "markdown", "id": "afefa6c2", "metadata": {}, "source": [ "We can observe an almost perfect match between the results for ray-tracing and the \"far\"-wall approximation from a distance of $2\\,$m on. For smaller distances, there is a significant (but expected) difference. In general, none of both approaches is valid for very short propagation distances." ] }, { "cell_type": "markdown", "id": "53a85c59", "metadata": {}, "source": [ "## Radio Maps With Scattering" ] }, { "cell_type": "markdown", "id": "4e731f37", "metadata": {}, "source": [ "By now, you have a gained a solid understanding of scattering from a single surface. Let us now make things a bit more interesting by looking at a complex scene with many scattering surfaces. This can be nicely observed with the help of radio maps. \n", "\n", "A radio map describes a metric, such as the average received power, from a specific transmitter at every point on a plane. The effects of fast fading, i.e., constructive/destructive interference between different paths, are averaged out by summing the squared amplitudes of all paths. As we cannot compute radio maps with infinitely fine resolution, they are approximated by small rectangular tiles for which average values are computed. For a detailed explanation, have a look at the [API Documentation](https://nvlabs.github.io/sionna/rt/api/radio_maps.html).\n", "\n", "Let us now load a slightly more interesting scene containing a few rectangular buildings and add a transmitter. Note that we do not need to add any receivers to compute a radio map (though we will add one as we need it later)." ] }, { "cell_type": "code", "execution_count": 12, "id": "fb54ff2d", "metadata": { "execution": { "iopub.execute_input": "2025-03-14T11:08:56.247560Z", "iopub.status.busy": "2025-03-14T11:08:56.247348Z", "iopub.status.idle": "2025-03-14T11:08:56.321880Z", "shell.execute_reply": "2025-03-14T11:08:56.321066Z" }, "tags": [] }, "outputs": [], "source": [ "scene = load_scene(sionna.rt.scene.simple_street_canyon)\n", "scene.frequency = 30e9\n", "scene.tx_array = PlanarArray(num_rows=1,\n", " num_cols=1,\n", " vertical_spacing=0.5,\n", " horizontal_spacing=0.5,\n", " pattern=\"iso\",\n", " polarization=\"V\")\n", "\n", "scene.rx_array = scene.tx_array\n", "scene.add(Transmitter(name=\"tx\",\n", " position=[-33,11,32],\n", " orientation=[0,0,0]))\n", "\n", "# We add a receiver for later path computations\n", "scene.add(Receiver(name=\"rx\",\n", " position=[27,-13,1.5],\n", " orientation=[0,0,0]))\n", "\n", "\n", "my_cam = Camera(position=[10,0,300], look_at=[0,0,0])\n", "my_cam.look_at([0,0,0])" ] }, { "cell_type": "markdown", "id": "45f0a24c", "metadata": {}, "source": [ "Computing and visualizing a radio map is as simple as running the following commands:" ] }, { "cell_type": "code", "execution_count": 13, "id": "d5fbafc7", "metadata": { "execution": { "iopub.execute_input": "2025-03-14T11:08:56.325091Z", "iopub.status.busy": "2025-03-14T11:08:56.324877Z", "iopub.status.idle": "2025-03-14T11:08:58.078821Z", "shell.execute_reply": "2025-03-14T11:08:58.078018Z" }, "tags": [] }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "rm_solver = RadioMapSolver()\n", "rm = rm_solver(scene, cell_size=[1,1], samples_per_tx=int(20e6), max_depth=5, refraction=False)\n", "if no_preview:\n", " scene.render(camera=my_cam, radio_map=rm, rm_vmin=-200, rm_vmax=-90);\n", "else:\n", " scene.preview(radio_map=rm, rm_vmin=-200, rm_vmax=-90);" ] }, { "cell_type": "markdown", "id": "bdf5f969", "metadata": {}, "source": [ "By default, radio maps are computed without diffuse reflections. We have also explicitly disabled refraction through the building walls in the code above. The parameter ``cm_cell_size`` determines the resolution of the radio map. However, the finer the resolution, the more rays (i.e., `num_samples`) must be shot. We can see from the above figure, that there are various regions which have no coverage as they cannot be reached by pure line-of-sight of specularly reflected paths. \n", "\n", "Let's now enable diffuse reflections and see what happens." ] }, { "cell_type": "code", "execution_count": 14, "id": "1b4b7982", "metadata": { "execution": { "iopub.execute_input": "2025-03-14T11:08:58.081486Z", "iopub.status.busy": "2025-03-14T11:08:58.081202Z", "iopub.status.idle": "2025-03-14T11:08:59.112298Z", "shell.execute_reply": "2025-03-14T11:08:59.111519Z" }, "tags": [] }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Configure radio materials for scattering\n", "# By default the scattering coefficient is set to zero\n", "for rm in scene.radio_materials.values():\n", " rm.scattering_coefficient = 1/sqrt(3) # Try different values in [0,1]\n", " rm.scattering_pattern = DirectivePattern(alpha_r=10) # Play around with different values of alpha_r\n", "\n", "rm_scat = rm_solver(scene, cell_size=[1,1], samples_per_tx=int(20e6), max_depth=5,\n", " refraction=False, diffuse_reflection=True)\n", "\n", "if no_preview:\n", " scene.render(camera=my_cam, radio_map=rm_scat, rm_vmin=-200, rm_vmax=-90);\n", "else:\n", " scene.preview(radio_map=rm_scat, rm_vmin=-200, rm_vmax=-90);" ] }, { "cell_type": "markdown", "id": "dd41409f", "metadata": {}, "source": [ "Thanks to scattering, most regions in the scene have some coverage. However, the scattered field is weak compared to that of the LoS and reflected paths. Also note that the peak signal strength has slightly decreased. This is because the scattering coefficient takes away some of the specularly reflected energy." ] }, { "cell_type": "markdown", "id": "e26fa4c9-4bfb-43ae-b9d2-4b1131cedd3e", "metadata": {}, "source": [ "## Impact on Channel Impulse Response" ] }, { "cell_type": "markdown", "id": "d92b0a40-0784-460d-8890-495c2552693f", "metadata": { "tags": [] }, "source": [ "As a last experiment in our tutorial on scattering, let us have a look at the discrete baseband-equivalent channel impulse responses we obtain with and without scattering. To this end, we will compute the channel impulse response of the single receiver we have configured for the current scene, and then transform it into the complex baseband representation using method [Paths.taps()](https://nvlabs.github.io/sionna/rt/api/paths.html#sionna.rt.Paths.taps)." ] }, { "cell_type": "code", "execution_count": 15, "id": "14987bc5-4186-4b37-a306-1f7878695103", "metadata": { "execution": { "iopub.execute_input": "2025-03-14T11:08:59.117698Z", "iopub.status.busy": "2025-03-14T11:08:59.117383Z", "iopub.status.idle": "2025-03-14T11:09:01.677968Z", "shell.execute_reply": "2025-03-14T11:09:01.676792Z" }, "tags": [] }, "outputs": [ { "data": { "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": 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pPPLIIzW+Vlf9n+trPdG1RNPIqjTRbCEhIbRr167Rq490Ol2DzjMYDI06rlUrqm6In376iUmTJjFq1CheeeUV4uLiMBqNLF261KNo06VqRqM+V1xxBWeddRaffvopy5cv59lnn2X+/Pl88sknnH/++Y0eZ11fc2vo3Lkzfn5+bNmypVHva8jP7YorruDXX3/lvvvuo3///gQFBeFwOJgwYQIOh6NJ12zIea5rX3vttUyePLnWc/v27Vvr8aaobTze/HcNdf93VlFRccJ/T3fddRcXXnghn332Gd9++y2PPPIIc+fOZeXKlQwYMMD9/frXv/5V67L6hrau6NOnD+PGjQPg4osvpri4mOnTp3PmmWcSHx/fqJ9Ljx492LVrF1988QXffPMNH3/8Ma+88gqzZ89mzpw59Y6jru9Vc39XVf3ZjRo1in379vH555+zfPly3njjDV544QUWL17MjTfe6P5a7733XsaPH1/r9VyB2omuJZpGAiPhFRdccAFLlixhzZo1HtNetUlISMDhcLBnzx569OjhPp6enk5ubi4JCQleHZvD4WD//v3uLBHA7t27AbWSBODjjz/GYrHw7bffYjab3ectXbq02Z8fFxfHbbfdxm233cbx48cZOHAgTz31FOeff777a921axdnn322x/t27drlte9F1c+pmj2z2WwcOHDA/UepMQICAjj77LNZuXIlKSkpNTJ4TZWTk8P333/PnDlzmD17tvv4yZguiIqKIjg4mIqKiiZ9T0626t8TTdPYu3evR/AWFhbmsfLQ5dChQzUyqbVJTk5m5syZzJw5kz179tC/f3+ef/553n33Xfe0ZHR0tFe/X/PmzePTTz/lqaeeYvHixY3+uQQGBnLllVdy5ZVXYrPZ+Otf/8pTTz3FrFmzPKas9+zZ45H93bt3Lw6Hw/17oaV+V4WHhzN16lSmTp1KYWEho0aN4rHHHuPGG290/0yMRmODvtb6riWaRqbShFfcf//9BAYGcuONN5Kenl7j9X379rFw4UIA/vKXvwDw4osvepyzYMECQNXXeNuiRYvcjzVNY9GiRRiNRs455xxA/Z+eTqfzWPZ+8OBBPvvssyZ/ZkVFRY1pn+joaNq1a+de6jt48GCio6NZvHixx/Lfr7/+mh07dnjtezFu3DhMJhP//Oc/Pf7v9c033yQvL6/Jn/Poo4+iaRrXXXcdhYWFNV5fv349b7/9dqOu6fq/7uoZkur/XlqCwWDg0ksv5eOPP641A5qRkdHiY2iMd955x2Mq86OPPiI1NdUjG5mcnMxvv/2GzWZzH/viiy9qLOuvrri4uMbS9eTkZIKDg93/VsePH09ISAhPP/00dru9xjWa+v1KTk7m0ksvZdmyZaSlpTXq51K9pYPJZKJnz55omlZjjC+//LLH85deegnA/f1rid9V1ccXFBRE586d3d/T6OhoxowZw2uvvUZqamqN99f3tVa/lmgayRgJr0hOTubf//43V155JT169PDofP3rr7/y4Ycfunup9OvXj8mTJ7NkyRJyc3MZPXo0a9eu5e233+biiy9m7NixXh2bxWLhm2++YfLkyQwbNoyvv/6aL7/8koceeshdrzNx4kQWLFjAhAkTuOaaazh+/Dgvv/wynTt3bvKcfUFBAR06dOCyyy6jX79+BAUF8d1337Fu3Tp3Xxqj0cj8+fOZOnUqo0eP5uqrryY9PZ2FCxeSmJjI3Xff7ZXvQVRUFLNmzWLOnDlMmDCBSZMmsWvXLl555RWGDBnCtdde26TrjhgxgpdffpnbbruN7t27e3S+Xr16Nf/73/948sknG3XNkJAQdz2L3W6nffv2LF++nAMHDjRpjI01b948Vq1axbBhw5g+fTo9e/YkOzubDRs28N1335GdnX1SxtEQ4eHhnHnmmUydOpX09HRefPFFOnfuzPTp093n3HjjjXz00UdMmDCBK664gn379nlke+qye/duzjnnHK644gp69uyJn58fn376Kenp6Vx11VWA+lm9+uqrXHfddQwcOJCrrrqKqKgoDh8+zJdffsnIkSM9/qekMe677z7++9//8uKLLzJv3rwG/1zOO+88YmNjGTlyJDExMezYsYNFixYxceLEGgsFDhw4wKRJk5gwYQJr1qzh3Xff5ZprrqFfv35Ay/yu6tmzJ2PGjGHQoEGEh4fzxx9/8NFHH3ksEHn55Zc588wz6dOnD9OnTycpKYn09HTWrFnDkSNH2LRpU4OvJZrgZC+DE23b7t27tenTp2uJiYmayWTSgoODtZEjR2ovvfSSx9JTu92uzZkzR+vUqZNmNBq1+Ph4bdasWR7naJpaAlvbclSgxjJ413LjqsuLJ0+erAUGBmr79u3TzjvvPC0gIECLiYnRHn30UY9l65qmaW+++abWpUsXzWw2a927d9eWLl3qXtZ7os+u+ppruX5ZWZl23333af369dOCg4O1wMBArV+/frX2HPrggw+0AQMGaGazWQsPD9f+9re/aUeOHPE4x/W1VFfbGOuyaNEirXv37prRaNRiYmK0W2+91aNXUtXrnWi5flXr16/XrrnmGq1du3aa0WjUwsLCtHPOOUd7++233d/n2n4+LlW/b5qmaUeOHNEuueQSLTQ0VLNardrll1+uHTt2rMZ5dY3V1Ruqah+dun5utS1nT09P12bMmKHFx8drRqNRi42N1c455xxtyZIl7nO8sVy/+rjr+hmPHj3aYwm665rvv/++NmvWLC06Olrz9/fXJk6c6NHCwuX555/X2rdvr5nNZm3kyJHaH3/8ccLl+pmZmdqMGTO07t27a4GBgZrVatWGDRum/fe//631axw/frxmtVo1i8WiJScna1OmTNH++OOPRn9vqhozZowWEhKi5ebmaprWsJ/La6+9po0aNUqLiIjQzGazlpycrN13331aXl6e+xzX93/79u3aZZddpgUHB2thYWHa7bff7tE2Q9Oa/7uq+vf5ySef1IYOHaqFhoZq/v7+Wvfu3bWnnnrKo4+Xpmnavn37tOuvv16LjY3VjEaj1r59e+2CCy7QPvroo0ZfSzSOTtOaWNEnxClgypQpfPTRR7VO8whxqlq9ejVjx47lww8/9NhKQzTMY489xpw5c8jIyKixAlAIqTESQgghhHCSwEgIIYQQwkkCIyGEEEIIJ6kxEkIIIYRwkoyREEIIIYSTBEZCCCGEEE7S4LERHA4Hx44dIzg4uMF75wghhBCidWmaRkFBAe3atfPYoLg2Ehg1wrFjx7y2H5QQQgghTq6UlBQ6dOhQ7zkSGDWCq518SkoKISEhrTwaIYQQQjREfn4+8fHxNbaFqY0ERo3gmj4LCQmRwEgIIYQ4xTSkDEaKr4UQQgghnCQwEkIIIYRwksBICCGEEMJJaoyEEEK0mIqKCux2e2sPQ7RxRqMRg8HglWtJYCSEEMLrNE0jLS2N3Nzc1h6KOE2EhoYSGxvb7D6DEhgJIYTwOldQFB0dTUBAgDTFFS1G0zSKi4s5fvw4AHFxcc26ngRGQgghvKqiosIdFEVERLT2cMRpwN/fH4Djx48THR3drGm107L4+uWXXyYxMRGLxcKwYcNYu3Ztaw9JCCHaDFdNUUBAQCuPRJxOXP/emlvTdtoFRh988AH33HMPjz76KBs2bKBfv36MHz/enYITQgjhHTJ9Jk4mb/17O+0CowULFjB9+nSmTp1Kz549Wbx4MQEBAbz11lutPTQhhBBCtLLTKjCy2WysX7+ecePGuY/p9XrGjRvHmjVrWnFkQgghxKlh9erV6HS6Nrvi8LQKjDIzM6moqCAmJsbjeExMDGlpaTXOLysrIz8/3+MmhBCi7ZoyZQo6nY558+Z5HP/ss8+aPVVTUVHBvHnz6N69O/7+/oSHhzNs2DDeeOONZl23qscee4z+/fvXOK7T6fjss8+88hkjRowgNTUVq9Xqlev5mtMqMGqsuXPnYrVa3bf4+PgW+ZwSWwVHc0tIzy9tkesLIYRoOIvFwvz588nJyfHqdefMmcMLL7zAE088wfbt21m1ahU33XTTKZV5sdvtmEwmr/QL8lWnVWAUGRmJwWAgPT3d43h6ejqxsbE1zp81axZ5eXnuW0pKSouM6/ONRxk5byUPf7qlRa4vhBCi4caNG0dsbCxz586t97yPP/6YXr16YTabSUxM5Pnnn6/3/P/973/cdtttXH755XTq1Il+/foxbdo07r33Xvc5DoeDZ555hs6dO2M2m+nYsSNPPfWU+/UHHniArl27EhAQQFJSEo888oh7FdayZcuYM2cOmzZtQqfTodPpWLZsGYmJiQBccskl6HQ693OAzz//nIEDB2KxWEhKSmLOnDmUl5e7X9fpdLz66qtMmjSJwMBAnnrqqRpTacuWLSM0NJRvv/2WHj16EBQUxIQJE0hNTXVfp7y8nDvvvJPQ0FAiIiJ44IEHmDx5MhdffHG937PWcFoFRiaTiUGDBvH999+7jzkcDr7//nuGDx9e43yz2UxISIjHrSX4m1S/hRJ7RYtcXwghWpumaRTbylvlpmlao8ZqMBh4+umneemllzhy5Eit56xfv54rrriCq666ii1btvDYY4/xyCOPsGzZsjqvGxsby8qVK8nIyKjznFmzZjFv3jweeeQRtm/fzr///W+P8o/g4GCWLVvG9u3bWbhwIa+//jovvPACAFdeeSUzZ86kV69epKamkpqaypVXXsm6desAWLp0Kampqe7nP/30E9dffz1///vf2b59O6+99hrLli3zCMRATc9dcsklbNmyhRtuuKHWcRcXF/Pcc8/xr3/9ix9//JHDhw97BHzz58/nvffeY+nSpfzyyy/k5+d7bWrP2067Bo/33HMPkydPZvDgwQwdOpQXX3yRoqIipk6d2mpj8jc4sFKIvtQ7+7wIIYSvKbFX0HP2t63y2dsfH0+AqXF/7i655BL69+/Po48+yptvvlnj9QULFnDOOefwyCOPANC1a1e2b9/Os88+y5QpU2q95oIFC7jsssuIjY2lV69ejBgxgosuuojzzz8fgIKCAhYuXMiiRYuYPHkyAMnJyZx55pnua/zjH/9wP05MTOTee+/lP//5D/fffz/+/v4EBQXh5+fnMQvian7o2jLDZc6cOTz44IPuz0pKSuKJJ57g/vvv59FHH3Wfd80113j8jdy/f3+Nr81ut7N48WKSk5MBuP3223n88cfdr7/00kvMmjWLSy65BIBFixbx1Vdf1fp9am2nXWB05ZVXkpGRwezZs0lLS6N///588803NQqyT6bElM/ZZHmY3/OGABNabRxCCCEqzZ8/n7PPPtsj8+GyY8cOLrroIo9jI0eO5MUXX6SioqLWzss9e/Zk69atrF+/nl9++YUff/yRCy+8kClTpvDGG2+wY8cOysrKOOecc+oc0wcffMA///lP9u3bR2FhIeXl5U2ezdi0aRO//PKLR4aooqKC0tJSiouL3Q0TBw8efMJrBQQEuIMiUNtyuPoD5uXlkZ6eztChQ92vGwwGBg0ahMPhaNLYW9JpFxiBimRvv/321h6Gm8ESCICfo6yVRyKEEC3D32hg++PjW+2zm2LUqFGMHz+eWbNm1ZkFaiy9Xs+QIUMYMmQId911F++++y7XXXcdDz/8sDuzU5c1a9bwt7/9jTlz5jB+/HisViv/+c9/TljbVJfCwkLmzJnDX//61xqvWSwW9+PAwMATXstoNHo81+l0jZ7C9BWnZWDka/xMKio3SmAkhGijdDpdo6ezfMG8efPo378/3bp18zjeo0cPfvnlF49jv/zyC127dm3UPl09e/YEoKioiC5duuDv78/333/PjTfeWOPcX3/9lYSEBB5++GH3sUOHDnmcYzKZqKioWa9qNBprHB84cCC7du2ic+fODR5vU1itVmJiYli3bh2jRo0CVGZqw4YNtbYWaG2n3r/SNshoUYGRSZPASAghfEmfPn3429/+xj//+U+P4zNnzmTIkCE88cQTXHnllaxZs4ZFixbxyiuv1Hmtyy67jJEjRzJixAhiY2M5cOAAs2bNomvXrnTv3h0/Pz8eeOAB7r//fkwmEyNHjiQjI4Nt27Yxbdo0unTpwuHDh/nPf/7DkCFD+PLLL/n00089PiMxMZEDBw6wceNGOnToQHBwsHvV3Pfff8/IkSMxm82EhYUxe/ZsLrjgAjp27Mhll12GXq9n06ZNbN26lSeffNKr38c77riDuXPn0rlzZ7p3785LL71ETk6OTy75P61Wpfkqo3MqzaTZWnkkQgghqnv88cdr1MIMHDiQ//73v/znP/+hd+/ezJ49m8cff7zeKbfx48fzf//3f1x44YV07dqVyZMn0717d5YvX46fn8pTPPLII8ycOZPZs2fTo0cPrrzySnetzqRJk7j77ru5/fbb6d+/P7/++qu7+Nvl0ksvZcKECYwdO5aoqCjef/99AJ5//nlWrFhBfHw8AwYMcI/niy++YPny5QwZMoQzzjiDF154gYSEBG9969weeOABrr76aq6//nqGDx9OUFAQ48eP95iy8xU67VSdBGwF+fn5WK1W8vLyvLp0P3/v74S8ex5HtEjiHt2LQe97EbQQQjRUaWkpBw4coFOnTj75h0+0PofDQY8ePbjiiit44oknvHLN+v7dNebvt0yl+QCzv5pK86eMUnsFgWb5sQghhGg7Dh06xPLlyxk9ejRlZWUsWrSIAwcOcM0117T20GqQqTQfYPIPAsCCTZo8CiGEaHP0ej3Lli1jyJAhjBw5ki1btvDdd9/Ro0eP1h5aDZKa8AE6o1qiacFGdlk5BJlbeURCCCGE98THx9dYxeerJGPkC/zUXKhBp1FaVtLKgxFCCCFOXxIY+QJjgPthaXFRKw5ECCGEOL1JYOQLDEYqnD8KW2lxKw9GCCGEOH1JYOQLdDpsmACwlRa28mCEEEKI05cERj7CplcF1+WSMRJCCCFajQRGPsKucwZGZRIYCSGEEK1FAiMfUa6XwEgIIU5Fq1evRqfTkZubW+95iYmJvPjiiydlTL7mscce88kNY2sjgZGPsOvVkv0KmwRGQgjRGhYvXkxwcDDl5eXuY4WFhRiNRsaMGeNxrisY2rdvHyNGjCA1NRWr1QrAsmXLCA0N9cqYMjIyuPXWW+nYsSNms5nY2FjGjx/v1Z5AY8aM4a677vI41tBgr6Huvfdevv/+e69cq6VJg0cfUWFQGSOHTfoYCSFEaxg7diyFhYX88ccfnHHGGQD89NNPxMbG8vvvv1NaWureg2vVqlV07NiR5ORkAGJjY1tkTJdeeik2m423336bpKQk0tPT+f7778nKymqRz/M2TdOoqKggKCiIoKCg1h5Og0jGyEc4DOo/NodkjIQQolV069aNuLg4Vq9e7T62evVqLrroIjp16sRvv/3mcXzs2LHux67syurVq5k6dSp5eXnodDp0Oh2PPfaY+33FxcXccMMNBAcH07FjR5YsWVLneHJzc/npp5+YP38+Y8eOJSEhgaFDhzJr1iwmTZrkcd7NN99MTEwMFouF3r1788UXXwCQlZXF1VdfTfv27QkICKBPnz68//777vdOmTKFH374gYULF7rHe/DgQffXFhYWhk6nY8qUKYDa/HXu3Ll06tQJf39/+vXrx0cffeTxfdHpdHz99dcMGjQIs9nMzz//XGMqbcqUKVx88cU899xzxMXFERERwYwZM7Db7e5zUlNTmThxIv7+/nTq1Il///vfJ2U6UgIjH1Hhp7YF0eylrTwSIYRoAZoGtqLWuWlag4c5duxYVq1a5X6+atUqxowZw+jRo93HS0pK+P33393BQ1UjRozgxRdfJCQkhNTUVFJTU7n33nvdrz///PMMHjyYP//8k9tuu41bb72VXbt21ToWV5bls88+o6ysrNZzHA4H559/Pr/88gvvvvsu27dvZ968eRgMBkDtOD9o0CC+/PJLtm7dyk033cR1113H2rVrAVi4cCHDhw9n+vTp7vHGx8fz8ccfA7Br1y5SU1NZuHAhAHPnzuWdd95h8eLFbNu2jbvvvptrr72WH374wWNcDz74IPPmzWPHjh307du31rGvWrWKffv2sWrVKt5++22WLVvGsmXL3K9ff/31HDt2jNWrV/Pxxx+zZMkSjh8/Xuu1vEmm0nyE5swYaXaZShNCtEH2Yni6Xet89kPHwBTYoFPHjh3LXXfdRXl5OSUlJfz555+MHj0au93O4sWLAVizZg1lZWW1BkYmkwmr1YpOp6t1eu0vf/kLt912GwAPPPAAL7zwAqtWraJbt241zvXz82PZsmVMnz6dxYsXM3DgQEaPHs1VV13lDja+++471q5dy44dO+jatSsASUlJ7mu0b9/eIzC74447+Pbbb/nvf//L0KFDsVqtmEwmAgICPMYbHh4OQHR0tLteqqysjKeffprvvvuO4cOHuz/r559/5rXXXmP06NHu9z/++OOce+659X6vw8LCWLRoEQaDge7duzNx4kS+//57pk+fzs6dO/nuu+9Yt24dgwcPBuCNN96gS5cu9V7TGyRj5Cuc+6XpJDASQohWM2bMGIqKili3bh0//fQTXbt2JSoqitGjR7vrjFavXk1SUhIdO3Zs9PWrZk9cwVN9WZBLL72UY8eO8b///Y8JEyawevVqBg4c6M6sbNy4kQ4dOriDouoqKip44okn6NOnD+Hh4QQFBfHtt99y+PDhRo997969FBcXc+6557qzWUFBQbzzzjvs27fP41xXMFOfXr16uTNbAHFxce7vxa5du/Dz82PgwIHu1zt37kxYWFijx91YkjHyEZpRTaXpyiUwEkK0QcYAlblprc9uoM6dO9OhQwdWrVpFTk6OOwvSrl074uPj+fXXX1m1ahVnn31204ZiNHo81+l0OByOet9jsVg499xzOffcc3nkkUe48cYbefTRR5kyZQr+/v71vvfZZ59l4cKFvPjii/Tp04fAwEDuuusubDZbo8deWKh2Zvjyyy9p3769x2tms9njeWDgiTN0TflenAwSGPkInTswkhojIUQbpNM1eDqrtY0dO5bVq1eTk5PDfffd5z4+atQovv76a9auXcutt95a5/tNJhMVFRUtNr6ePXvy2WefASoDdeTIEXbv3l1r1uiXX37hoosu4tprrwVUTdLu3bvp2bNnveM1mdQ2VVWP9+zZE7PZzOHDhz2mzVpCt27dKC8v588//2TQoEGAyljl5OS06OeCTKX5DFdgpK+QwEgIIVrT2LFj+fnnn9m4caNHADB69Ghee+01bDZbrfVFLomJiRQWFvL999+TmZlJcXHTVhtnZWVx9tln8+6777J582YOHDjAhx9+yDPPPMNFF13kHtOoUaO49NJLWbFiBQcOHODrr7/mm2++AaBLly6sWLGCX3/9lR07dnDzzTeTnp5eY7y///47Bw8eJDMzE4fDQUJCAjqdji+++IKMjAwKCwsJDg7m3nvv5e677+btt99m3759bNiwgZdeeom33367SV9jXbp37864ceO46aabWLt2LX/++Sc33XQT/v7+6HQ6r35WdRIY+Qi9SQVGBgmMhBCiVY0dO5aSkhI6d+5MTEyM+/jo0aMpKChwL+uvy4gRI7jlllu48soriYqK4plnnmnSOIKCghg2bBgvvPACo0aNonfv3jzyyCNMnz6dRYsWuc/7+OOPGTJkCFdffTU9e/bk/vvvd2d6/vGPfzBw4EDGjx/PmDFjiI2N5eKLL/b4nHvvvReDwUDPnj2Jiori8OHDtG/fnjlz5vDggw8SExPD7bffDsATTzzBI488wty5c+nRowcTJkzgyy+/pFOnTk36GuvzzjvvEBMTw6hRo7jkkkuYPn06wcHB7l5SLUWnaY1Yx3iay8/Px2q1kpeXR0hIiFevfeD/nqHT+qf43m805/zjf169thBCnEylpaUcOHCATp06tfgfMXH6OHLkCPHx8Xz33Xecc845NV6v799dY/5+S42RjzCYVXGg0SEZIyGEEGLlypUUFhbSp08fUlNTuf/++0lMTGTUqFEt+rkSGPkIP2dg5KfV3sRLCCGEOJ3Y7XYeeugh9u/fT3BwMCNGjOC9996rsZrN2yQw8hFGd8ZIAiMhhBBi/PjxjB8//qR/rhRf+wijRS1jNWtlSNmXEEII0TokMPIRRovKGJmxYavwcoMrH2iYJYQ4/cj/5ImTyVv/3iQw8hFmf5UxsmCj1ObFQOar++C5LlCQ5r1rCiFEPVw1IE3t3yNEU7j+vTW3BklqjHyEn1kFRv46GyX2Cqx4qbhsz3IozoSUtdBzkneuKYQQ9TAYDISGhrr3vQoICGjxpnzi9KVpGsXFxRw/fpzQ0FCP/deaQgIjX+GnGjxasJFl92Ir+RJn+/SCVO9dUwghTsC1U3t9G6QK4U2hoaHuf3fNIYGRrzCqZlQWyiixeSkwqiiH0jz1OP+od64phBANoNPpiIuLIzo6Grvd3trDEW2c0WhsdqbIRQIjX+Hc/dmkq6CkrPG7HtfKFRQB5LfSrtZCiNOawWDw2h8sIU4GKb72FX6V7cttpUXeuWZJlV2I82UqTQghhDgRCYx8RZXAqKykJQIjmUoTQgghTkQCI1+h12PDBIC9zFuBUXbl4/xjID1FhBBCiHq1mcDoqaeeYsSIEQQEBBAaGlrrOYcPH2bixIkEBAQQHR3NfffdR3l5+ckdaD1sejMA5aVe6v1RNWNUUeb5XAghhBA1tJnAyGazcfnll3PrrbfW+npFRQUTJ07EZrPx66+/8vbbb7Ns2TJmz559kkdat3KdMzAqa4HACGQ6TQghhDiBNhMYzZkzh7vvvps+ffrU+vry5cvZvn077777Lv379+f888/niSee4OWXX8Zm89IqsGayG1RgVNFigZGsTBNCCCHq02YCoxNZs2YNffr0ISYmxn1s/Pjx5Ofns23btlrfU1ZWRn5+vsetJVXoVQF2hU0CIyGEEKI1nDaBUVpamkdQBLifp6XVvo/Y3LlzsVqt7lt8fHyLjrHCmTFyeCswKnYVXztb8UtgJIQQQtTLpwOjBx98EJ1OV+9t586dLfb5s2bNIi8vz31LSUlpsc8CcBjUtiCavcQ7F3RljMKT1H2BBEZCCCFEfXy68/XMmTOZMmVKveckJSU16FqxsbGsXbvW41h6err7tdqYzWbMZnODru8NDmcvI81W6p0LugKjmF6QvU8yRkIIIcQJ+HRgFBUVRVRUlFeuNXz4cJ566imOHz9OdHQ0ACtWrCAkJISePXt65TOaS3M1eSz3bo1RXkhXrCCBkRBCCHECPj2V1hiHDx9m48aNHD58mIqKCjZu3MjGjRspLCwE4LzzzqNnz55cd911bNq0iW+//ZZ//OMfzJgx46Rmherlp6bSdOXeyhipGqP7f3ZuSivbggghhBD18umMUWPMnj2bt99+2/18wIABAKxatYoxY8ZgMBj44osvuPXWWxk+fDiBgYFMnjyZxx9/vLWGXJPRi4GRo8K9iewOR0d1rCwPygrAHNz86wshhBBtUJsJjJYtW8ayZcvqPSchIYGvvvrq5AyoCXRGNZWmL/dC8bUzKAI4pkVg8wvCVF6oskZREhgJIYQQtWkzU2ltgc4UAIC+oqz5F3PWFxVq/pTjR6FZ1VXJyjQhhBCibhIY+RCDMzAyVHhhKs0ZGOUSCECen7OIXQqwhRBCiDpJYORDDCZVY+Tn8EJg5GzumKsFAZClj1DHZb80IYQQok4SGPkQg1lld/wc3ptKy3EGRsd1rsBIVqYJIYQQdZHAyIf4WVTGyOjFwCgPFRilOsLUcZlKE0IIIeokgZEPMZpVEGPWyqhwaM27mKvGSFNZqJRyZ2AkxddCCCFEnSQw8iFGiyq+tuhslNormncxZ3PHXGfG6IDNqo5LxkgIIYSokwRGPsRodgZG2ClpdmDkWWO0ryxEHS/KgHIvTNUJIYQQbZAERj5Eb3IFRmWU2LwTGLlqjI6U+aMZnFufFKQ179pCCCFEGyWBkS9xdr72zlSaq8YoyHlAhyMoVj2U6TQhhBCiVhIY+RLnJrIWbM2fSnP3MQp0H7IFxqkH0stICCGEqJUERr7EuYmsPzavTaXlULkvWrElRj0okF5GQgghRG0kMPIlrsBIZ6PEVt706zgq3JvI5rmn0qDQJNuCCCGEEPWRwMiX+FncD21lJU2/TmkeoPog5VE5lZZjkMBICCGEqI8ERr7EmTECsJUWNv06zmm0Ep0/dvww6HVA1f3SJDASQgghaiOBkS8xGCnHAIC9tBkZI2dglK9T9UVxVpWJSidcvS6BkRBCCFErCYx8TLle9RqylxU3/SKuwMjZw6hDmMpEHXU4A6PCNFWHJIQQQggPEhj5GLteZXcqSouafhF312tVX9QhTDWOPGoPAp0eHOWqA7YQQgghPEhg5GNcGaMKW/MzRlkVrsBIZYyySzVwN3mUXkZCCCFEdRIY+ZgKZ2DksDWjxsjZ3DHL4Zkxyiu2QYiryaP0MhJCCCGqk8DIx1Q4u183KzBybQfirDFqH6qumVtih5B26hwpwBZCCCFqkMDIxzicG71qdi8ERloQFqOeqGCTel5sh5D26hyZShNCCCFqkMDIx2jOjBH25tcY5RFIkNmI1V8FRvmldhxBzqk02RZECCGEqEECIx/jDozKS5t+kSoZo2CLH1Z/o7q2BiX+zv3S8iRjJIQQQlQngZGvMTq3BWlWYKSKr3O0IILMfpj89ASaVOPIfJMrMEppziiFEEKINkkCIx+jc24LYij3TvF1kNkPgNAANZ2WbXKtSjsqTR6FEEKIaiQw8jE6k1par29qxsjhgJJcAPK0IIIsKjByTadlaKGgN6omj1JnJIQQQniQwMjH6J0ZI72jiYFRWR6gASpjFOzOGKnAKK/MAVbnyrTcw80aqxBCCNHWSGDkYwxmFRj5VTQxMHI2d7TpA7Dj584YuQKj3GI7hHZU50pgJIQQQniQwMjHGJxTaX6OsqZdwDmNVuwXDOCuMXIt2ZfASAghhKibBEY+xs+sAiOjowxN0xp/AWfhdZE+BKBmxqjEBqEJ6tzcQ80crRBCCNG2SGDkY/wsan8zCzZsFY7GX8AZGBXo1HYg7hojZ/F1XrEdrPHq3FxZsi+EEEJUJYGRjzE6M0ZmbJTamh4Y5eGcSquRMZKpNCGEEKIuEhj5GNdUmkVno8TehD5D7uaOKvMUZFYBkauPUW6xrTIwyjsivYyEEEKIKiQw8jVGFRj5U9bEwEhljLIdrsDIcyott9gOwXGg9wOHHQrSvDBoIYQQom2QwMjX+KktQSzYKbE1PTDKrFABVrDFs/N1bokdDH4Q4uxlJFuDCCGEEG4SGPkaZ4NHC02dSlOB0fHyahkjdx8jGw6HJnVGQgghRC0kMPI1rsBIV0ZpUwIjZ4PHdLu6TvUtQRwaFNrKqwRGsmRfCCGEcGkTgdHBgweZNm0anTp1wt/fn+TkZB599FFsNpvHeZs3b+ass87CYrEQHx/PM88800ojroeXptJyNbVc35UxshgNWIzqx50nTR6FEEKIWvm19gC8YefOnTgcDl577TU6d+7M1q1bmT59OkVFRTz33HMA5Ofnc9555zFu3DgWL17Mli1buOGGGwgNDeWmm25q5a+gCi9NpeUShNGgw+xXGfuG+ptIs5eSW2wn3h0YSY2REEII4dImAqMJEyYwYcIE9/OkpCR27drFq6++6g6M3nvvPWw2G2+99RYmk4levXqxceNGFixY4JOBkVFXQWlZI/dLczigNBdQGaMgsx86nc79cmiAkbT8UtX92t3kUTJGQgghhEubmEqrTV5eHuHh4e7na9asYdSoUZhMJvex8ePHs2vXLnJycmq9RllZGfn5+R63Fufn735YXlbcuPeW5YOmmkLmEeiuL3Kx+teykWxeigqohBBCCNE2A6O9e/fy0ksvcfPNN7uPpaWlERMT43Ge63laWu29fObOnYvVanXf4uPjW27QLn5mHKgsj720kYGRs7ljhV8ANozu5o4uHt2vQ9qDzgAVNihMb/64hRBCiDbApwOjBx98EJ1OV+9t586dHu85evQoEyZM4PLLL2f69OnN+vxZs2aRl5fnvqWknIR6HJ2Ocr0ZgPKyosa911lfZDNagcp90lxC/VW2LK/YJr2MhBBCiFr4dI3RzJkzmTJlSr3nJCUluR8fO3aMsWPHMmLECJYsWeJxXmxsLOnpnpkR1/PY2Nhar202mzGbzU0YefOU682YHKWUl5U07o3OwKjUGAJQYyqtspeR3XkgHvIOqzqj+KHNG7QQQgjRBvh0YBQVFUVUVFSDzj169Chjx45l0KBBLF26FL3eMxk2fPhwHn74Yex2O0ajChBWrFhBt27dCAsL8/rYm6PCmTFy2Bo5lVaUBUCxXyhQuVTfxVp1Kg1UndGhX6SXkRBCCOHk01NpDXX06FHGjBlDx44dee6558jIyCAtLc2jduiaa67BZDIxbdo0tm3bxgcffMDChQu55557WnHktSs3qAJsR2OLr/OPApDnp4LJGhkjf9dGslUCI5CVaUIIIYSTT2eMGmrFihXs3buXvXv30qFDB4/XNE0DwGq1snz5cmbMmMGgQYOIjIxk9uzZvrVU38lhcGaM7I2cSss/BkC2IRKopcbImTHKK3E2vpTASAghhPDQJgKjKVOmnLAWCaBv37789NNPLT+gZtKc3a9pYmCUoY8Aak6lhfpXrzGSJo9CCCFEVW1iKq2t0Vy9jMobGxipqbR0zRkYVe9jVL3GyNXkMS8FnJk1IYQQ4nQmgZEPcgdG9kZ2vnZmjI5pqpi8RsYowLVc366mGEPag04P5aVQeLx5gxZCCCHaAAmMfJDOqKbSdOWNCIzKy6BIBTcp5SowCq5RfK0yRrYKh9qHzc8Ewe3Ui1JnJIQQQkhg5It0pgAADBWNmEorSFX3BjOpNvX+6p2vA0wGjAbVVbtGnVGeBEZCCCGEBEY+SOfcSFZfUdbwNzmn0QhpR0FZBVCzxkin02GtsWRfNpMVQgghXCQw8kEGkwqM/BqTMXIHRu0pLCsHatYYQdX90mTJvhBCCFGdBEY+SG92TqU5GpMxUivSNGs7d2BUvcYIKuuM8qTJoxBCCFGDBEY+yM8ZGBkdZVQ4GriM3pkxKg9s535P/Rkj6WUkhBBCVCeBkQ8ymgMB8NfZKLVXNOxNzoxRqX8MADqdKraurkaNkbVKjZH0MhJCCHGak8DIBxmcGSMLNrWsviGcGaMiswqMgsx+6HS6GqfVqDGydgB0qplkUWbzBi6EEEKc4iQw8kF656o0CzZKbI0LjArM0UDNfdJcatQY+ZkhOE49ljojIYQQpzkJjHyRMzBq8FRahR0K0gDINUQBNZfqu7gzRq7ACJxZI9TWIEIIIcRpTAIjX1QlY1TckIxRQRqggd5Iti4EqL3wGsDq3BYkp9hWeTDEmTFyNYkUQgghTlMSGPkiP7UliBkb+aX2E5xMlR5GcRSWOQAIshhrPTUm2AxAWn6V7UZc24K4riOEEEKcpiQw8kVGVXztj42sQtsJTsa9Iq1qc8e6aoziw9W1j+WWVLYCkIyREEIIAUhg5Jucm8hadDYyCxvQ5LHKdiD1db0GiAmxYDTosFdolVkjd8ZIAiMhhBCnNwmMfJFfZY1RVlFDMkaV24EUlDoDozqKrw16He1C1fWPZBc73+fKGMlUmhBCiNObBEa+yLUqDRtZDcoYVZ1KUzVJdWWMADqEqeun5Dj3YnMt189PlSaPQgghTmsSGPkiZ2Bk1tnJLig9wcl4TqWV1r1Pmkt8mKozOpLjyhg5p9LKS6A0t0lDbqjNR3J5YcXuhnf0FkIIIU4iCYx8kXNVGkBeUeGJz68ylXaiGiOokjHKdmaMjP7gH+a8VsvWGf3js60s/H4Pq3cdb9HPEUIIIZpCAiNf5MwYARQXFtR/rqOicjVZSLsT1hhB5co0d8YIKguwW7DOqKDUztajeQCk5TUgEyaEEEKcZBIY+SK9AU2vGjEWFRWg1Vf3U3gctArQGSAoulEZoyOuGiOoLMBuwYzR+kM5uDoENKioXAghhDjJJDDyVc4l+7rysvq7X7sKr4PjQG+o7GPUgBqj1LwS7BWOyvdDi/YyWnsg2/24QW0IhBBCiJNMAiNf5W7yWFZ/k0f3ijQ1FeYqvg4y1975GiAq2IzZT49Dg9TcUo/3t2T363UHqwZGkjESQgjheyQw8lE6Z51RAKVkFtWTXamyIg2goOzENUY6nY727uk0Z51RC2eMSu0VbErJcz9vUBsCIYQQ4iSTwMhXBUUDEKnLb2DGqD1l5RXYyp17pdVTYwSV02kp1Zfst1DGaGNKLjbXtB1SYySEEMI3SWDkq4JjAYjR5dSfXXEFMtb2FJVV1iKdKDCqsWS/hTNG65z1Rb3ahQA0bA84IYQQ4iSTwMhXOQOVGF1O/dmVWpo7BpgMGPS6ei9fY8m+K2NUlAHl3g9a1jrri/7SR31dhWXl0uRRCCGEz5HAyFdVyRjVu4KrylRaQQO2A3GpsS1IQAQYVIsACtOaNuY6lFc4WH8oB4Czu0djMqh/drIyTQghhK+RwMhXOTNG0eTUPe3kcFT2HaqSMaqv8NqlxrYgOp07GPN2L6Ntx/IptlVg9TfSLSaYiCAVgMl0mhBCCF8jgZGvakjGqDgTHHbQ6SEoprKHUSMyRun5ZZVTWi3U/drVv2hIYhh6vY7IIDMAWfWtthNCCCFagQRGvqpqjVFdmRXXNFpQDBiMpDq32QgLNJ3w8uGBJgJMBgCO5Tqn01qo+/XvzsBoaKdwAHfGSHoZCSGE8DUSGPkqZ8bIqiumsDC/9nPyPJs77khV53WPDTnh5XU6Xc06I1fGyBVwNVfhcbR/DuDeA9O41rCCYe1U08mIQJUxkhojIYQQvkYCI19lDkHzU4GLsfg4FY5a9kur1txxuzMw6hEX3KCPqFFnFOLlJfu7v0WXvZ/uHORJ41L6fnAG/N/f6ak7CEiNkRBCCN8jgZGv0uncgUoUOeQW1xJEVFmR5nBo7EorACp7BZ1Inb2MvDWVdmwDAH84unLULx6dvQjWL+OGbZMZqNst3a+FEEL4HAmMfJjOObVVZy+jKhmjQ9nFFNsqMPvpSYwIbND16+xl5K3i66MqMFpaPoGPhn0CU76EdgPRoXGuYb10vxZCCOFzJDDyZSdameYOjNqz/ZiaRusWG4yfoWE/1po1RlUyRlotU3eNUV6Glr4NgE1aEkOTIiDxTBh2MwDD9duk+FoIIYTPaTOB0aRJk+jYsSMWi4W4uDiuu+46jh3zzHxs3ryZs846C4vFQnx8PM8880wrjbaBnIFRdF0r0/JS1H1Ie3fhdc+4hk2jAXRw1RhlV9tItqIMSnKaNmaXtK3oHHaytSDS9dEM6BiqjieeBUAf3QFKCrKb9xlCCCGEl3klMLLb7aSkpLBr1y6ys1vnj93YsWP573//y65du/j444/Zt28fl112mfv1/Px8zjvvPBISEli/fj3PPvssjz32GEuWLGmV8TaIx5L9ahmjcltlYBSeVKXwuuGBkWsqLavIRrGtHIwW8FdL6mtsJmsvqVwF1xDO+qLNjmR6xlmxGFVrAKztKQ9NwqDT6FKyGUdtReVCCCFEK2lyYFRQUMCrr77K6NGjCQkJITExkR49ehAVFUVCQgLTp09n3bp13hxrve6++27OOOMMEhISGDFiBA8++CC//fYbdrvaJuO9997DZrPx1ltv0atXL6666iruvPNOFixYcNLG2GiuqTRya9bj5BwEzQGmIAiKrswYNbDwGsDqbyTY2SX7iGs6LaS9uq++Mu2T6bCwL6RubtjFj/0JqGm05Oggj5d0SaMAGKbbRl6JvcHjFUIIIVpakwKjBQsWkJiYyNKlSxk3bhyfffYZGzduZPfu3axZs4ZHH32U8vJyzjvvPCZMmMCePXu8Pe56ZWdn89577zFixAiMRtU7Z82aNYwaNQqTqbL54fjx49m1axc5Oc2cNmoprm1Baqsxyt6v7sM7kVNsdzd37B7bsKX6LnUu2a+aMSrKhJ1fgqMcdn/bsAsfdWWMkkiO8gyMDM7AaIR+u3S/FkII4VNOvHdELdatW8ePP/5Ir169an196NCh3HDDDSxevJilS5fy008/0aVLl2YNtCEeeOABFi1aRHFxMWeccQZffPGF+7W0tDQ6derkcX5MTIz7tbCwsBrXKysro6ys8g93fn4djRZbikfxdbWMUfY+dR+e7M4WxYf7E2wxNuojOoT5sz01v+aS/aoZo51fquwUwOE1J75oWSFk7gLUVNrlUdVWyTnrjHrqD/FHZjpENy6Yc7OXquk/IYQQwkualDF6//336wyKqjKbzdxyyy3ccMMNTfkYHnzwQXQ6Xb23nTt3us+/7777+PPPP1m+fDkGg4Hrr78erRmrq+bOnYvVanXf4uPjm3ytJnEGRkG6Uoryq2W13BmjyvqixhReu9S5ZL9qxmjH/1U+PrIOHBX1XzR1E2gO0rQIMgitkTEiKJrDfgkA6A793OgxA7DySZgX756yE0IIIbyhSRmjk2XmzJlMmTKl3nOSkpLcjyMjI4mMjKRr16706NGD+Ph4fvvtN4YPH05sbCzp6eke73U9j42NrfXas2bN4p577nE/z8/PP7nBkSmQcmMwfvYC9EWeYyfLmTGKSGb7nsYXXrvU2eTRlTEqyYX9q9VjvRHK8uH4dojtU/dFnYXXGx1J6HXQMSKgxin7AgfSMe8Qgcd+BaY0etzsWwUVNjjwE7Qb0Pj3CyGEELVodmCUlZVFREQEACkpKbz++uuUlJQwadIkzjrrrGZdOyoqiqioqCa91+FQUz+uqbDhw4fz8MMPY7fb3XVHK1asoFu3brVOo4HKeJnN5iZ9vrc4gmIhpwBjcbXAyGMqTXW8blLGyFVjlFs9Y+QMjPYsB4cdIruBtT3sWwmHf6s/MKpSXxQfHoDZz1DjlGNhgyHvU6Iy1zZ6zEBl4JZzoGnvF0IIIWrR5FVpW7ZsITExkejoaLp3787GjRsZMmQIL7zwAkuWLGHs2LF89tlnXhxq3X7//XcWLVrExo0bOXToECtXruTqq68mOTmZ4cOHA3DNNddgMpmYNm0a27Zt44MPPmDhwoUeGSFfpHcWQ4fYMym1O6ewyssg7wgANmsie4+rwKhJGaPwujJGzqm07Z+r+56ToKP6XnL4t/ov6lqqr9UsvHbJix6GQ9MRUXIACtJrPadOjgooSFOPsyUwEkII4T1NDozuv/9++vTpw48//siYMWO44IILmDhxInl5eeTk5HDzzTczb948b461TgEBAXzyySecc845dOvWjWnTptG3b19++OEHd8bHarWyfPlyDhw4wKBBg5g5cyazZ8/mpptuOiljbCqDtUovI9eS/ZxD7qX6e4sCsFdoBFv83NNijeFq8phXYie/1F6ZMSrOUk0e936vnve4EOKHqcf1BUbF2aqVALDZ0YmkyNq3JwkOj2a7puqMOPhT4wZdlAmaM0iUjJEQQggvavJU2rp161i5ciV9+/alX79+LFmyhNtuuw29XsVad9xxB2eccYbXBlqfPn36sHLlyhOe17dvX376qZF/hFuZzpnBiXU2eWwf6l9lGq0T29Mqs0U6na7R1w8y+xEWYCSn2M6R7BJ6xoWBway6X//5LpSXQGgCxPYFezHoDJB/BHJTILSWeitnMXSaXzvyCarRw8glMtDEr45e9NYfhAM/Qp/Laj2vVlX3cstNgYpyMPh0uZwQQohTRJMzRtnZ2e6i5aCgIAIDAz1qdcLCwigoKGj+CE93VXoZubcFca9IS27SViDVdXJmdbYdywOdrrKX0VpnV/AeF6rjpkCI66uOpfxe+8Wc02hbtGSAOjNGEUFm1jh6qicHfmzcgPOrtBLQKio7gAshhBDN1KwtQapnKJqSsRAnUKWXUYaryWPVFWnHmh8YjewcCcDq3RnOz3ROp+UeVvc9L6o8+UR1RkdVxui3MjVNllRHjVFEkIl1jm6Ua3o1HZbbiOCmoNp2JTKdJoQQwkuaNf8wZcoUdw1PaWkpt9xyC4GBKkNQtTGiaAbXfmnk8Ee1jJEW1okdaU1fqu8ypls0L63cy4+7MyivcODnyhi5Pr/94Mrn8cPgt1fqDoycGaNNFUmEWPyIDDLVelpkoJlCAtiiJTFAt1fVGfW/pmEDzq+2XYmzpkkIIYRoriYHRpMnT/Z4fu2119Y45/rrr2/q5YWLO2OUS1aB2vbDVWOUZYknt7gIg15Hl5jaMzMN0T8+lNAAI7nFdjYczmVocJXAqPsFoK+SWOzorBtL3wqleWCxVr6WnwoFqWjo2aYl0i0qqM4sYoi/H0aDjl8dPRmg36v6ETU0MHKtSNPpVRG6rEwTQgjhJU0OjJYuXerNcYi6OAMjs85OSUGWx1L9HWVRQBHJUYGVu9c3gUGvY3TXKD7feIzVu44z1Nqu8sUeF9YcT1iiytIcWQedx1W+5swWZQUkUVJqqXOpPqhp14hAM2sKezGD/8GhXxo+YNdUWmwf1WVbptKEEEJ4SbNqjMRJ4GemzBgKgCPvmMdS/U3ZqlFlc+qLXMZ0U400V+3KqFyy7x8OCSNrnlxXnZGzseNeY1cAkqrvkVZNRJCJzQ7n/nW5h1SX7YZwTqV9le/sep59sGHvE0IIIU6gSRmjxjRFXLBgQVM+QlRhD4jBnJertgVxL9VP8liq31yjukSh08GO1HzSY0YR0/0ClS2qbRl8/DDY9L5nYFScDTv+B8CGchXsJJ8wMDKzjSCK/NsTWHIU0rZApwZ0S3dmjD7PSeAvJlT2StPUyjkhhBCiGZoUGP35p+fGnRs2bKC8vJxu3boBsHv3bgwGA4MGDWr+CAVacCzk7cJckg5ZasqsIqwTa/eojWV7tmt+YBQRZKZfh1A2puSy+kARV171Xt0nuzJGR/6ACrtqBPnORZC5Gy0gkg8K1HYh9U2lgeplBJAe2JWkkqOQtvnEgZGtWNU2Aesd3dDQobMVqIaUgZEN+2KFEEKIOjRpKm3VqlXu24UXXsjo0aM5cuQIGzZsYMOGDaSkpDB27FgmTpzo7fGelgzOVWKBZZlozhVpO23RZBaWERtiYVinCK98zthu0QCs2plR/4mRXcE/TDV/3P0NLD1fbSwbFEvW5Z9yyBZS5+axHpcJVisaU8yd1YHUzScepHOPtCLNTCYhFJrVmKUAWwghhDc0u8bo+eefZ+7cuTWaOz755JM8//zzzb28AExh7QGIJJvyjL0AfHFEbf9x41mdMPl5p1TMVWf0895MbOWOuk/U6yu3B/nvZMjaC9Z4mPoVuytUfVLHOjaPrSrCmTHao3PWCqVuOvEgnYFRmhYO6Mgxqe+NFGALIYTwhmb/Rc3Pzycjo2aGISMjQzpfe4mfe7+0XHeN0br8UEIsflw1tKPXPqdPeysRgSYKy8r541B2/Se7lu1rFRDWCaZ+BRHJ7MssAupu7FhVRJDKGG1yJKoDmbvBXlL/m5yF18c1FYhnmpyF4tLLSAghhBc0OzC65JJLmDp1Kp988glHjhzhyJEjfPzxx0ybNo2//vWv3hijcPYVitcdx6/gKAAHtTgmj0gkyOy9PcL0eh2jnVmjH3adYDqty3mqj1BUd5j6NYSqAG1/RiFw4sJrUKvSAPYVB0FglAqy0rfX/yZn4XUaKjBKN6h2BjKVJoQQwhuaHRgtXryY888/n2uuuYaEhAQSEhK45pprmDBhAq+88oo3xiicgVF33WF0aBRo/hT4hTJ5RKLXP8pdZ7TreP0nxvSCv2+Gm3+s3FsN2JfR8IxRZKDKGGUV29QmtQBpJ5hOc2aM0rVwAFL1zs+WqTQhhBBe0Ox0Q0BAAK+88grPPvss+/apaZ7k5GT31iDCC5xNHg06DYBDWgxXDO5IpHMqypvO6hKJXge70ws5mltC+1D/uk8Oja9xyJUxqmvz2Koig1XGKKvQhhbbF92+709YZ+TIT0UPpDmn0lKIUS9IxkgIIYQXNCljdPjw4RrHAgMD6du3L3379q0RFB09erRpoxNKUDQOKnv0HNJiuWlUUot8VGiAiYEdVdCx+kRZo2pK7RUczVU1QsnRJ84YhTuLr8sdGiURvdTBE6xMK8tRXb/TnBmjgw5nYFSYppbyCyGEEM3QpMBoyJAh3Hzzzaxbt67Oc/Ly8nj99dfp3bs3H3/8cZMHKACDkRJj5ao/v6jOxIfXvxS+OcZ2V9Npy7elN+p9BzKL0DQIsfi5V5zVx+xnINiikpYZQaoHFse3Q0V5ne/R8lWN0XEtVN3bLWB27teWe6hR4xVCCCGqa9JU2vbt23nqqac499xzsVgsDBo0iHbt2mGxWMjJyWH79u1s27aNgQMH8swzz/CXv/zF2+M+7ZRaogm0q5VivfsMaNHPOr93LM8v38UPuzPYcDjHnUE6kX2uwuvoujePrS4yyExBaTlphjgSTMFgK1Cr02J61jzZ4cBcorJY5vAOkAXFdgeEJ6opuOwDEN2jQZ8rhBBC1KZJGaOIiAgWLFhAamoqixYtokuXLmRmZrJnzx4A/va3v7F+/XrWrFkjQZGXGKps7No+uXeLflZSVBCXDeoAwNyvdqBpWoPet99VeB154mk0F1dmKau4XG0KC6oDdm2KszBo5Tg0HR0T1FRiUVm5ahcAUoAthBCi2ZpVfO3v789ll13GZZdd5q3xiDqERsfDEeeT8JapL6rq7nO78r9Nx1h3MIcV29M5r1fsCd/jLrxuwFJ9F1cBeVZhGcT1hcO/quxPv6tqnuxcqp9FCP0SovhgQxrFtgoIdwVGBxv8uUIIIURtvNMyWbQ855J9TMGq508Li7P6M+1MFXDM/2Yn5RX1dMIGjueXsnKnmubqFhPc4M9x9TLKLKyyZL+OAuzSHFXEn6aFMaBjKABFtnK00ER1gqxME0II0UwSGJ0qnEv2iUg6abvI3zw6mfBAE/syivjvH0fqPE/TNB7+bCv5peX0bh/ibhLZEK7u11lFzowRQNoWqGX6LvPYQQBy9BF0dBafaxrYQhLUCTKVJoQQopkkMDpVJI+FiM7Q/9qT9pEhFiN3nK02eH3hu92qnqcW/7c5lRXb0zEadDx7WT+Mhob/s4p0ZYwKbKqLtsEEZXm1TovlpatVZ7aAGPyNlfuwFQU6+ynlHAJHRYM/WwghhKhOAqNTRVgi3LEeht10Uj/2b8MS6BgeQEZBGW/8VDMjk1lYxqOfbwVgxtjO9IgLadT1IwKrZIwMRoh2rkarpQDb5pxK01vbo9frCDCp4KjQFAN6Izjs4FzOL4QQQjSFBEaiXiY/PfdPUD2Glvy4j883HsVepd7o0c+3kVNsp3tsMLeN6dzo68daVWB0MKtYrX5zTafV0gFbX6i2AwmMVBmiAJNaO1BUrrn3apPpNCGEEM3R6MCopKSk1k7W27Zt88qAhO+Z2CeOQQlhFNkq+Pt/NjL6mVW8/uN+Plp/hC+3pGLQ63ju8n6Y/BofZ/dub8XfaCCjoIwdqQX1FmAHlKmNbcPjVE1RoFlljIpt5ZUr06QAWwghRDM06i/ZRx99RJcuXZg4cSJ9+/bl999/d7923XXXeX1wwjfodDqWTh3CPed2JSLQxLG8Up76agf3fqiyOreOTqZ3e2uTrm32MzCycwTg3Lg2rp96odpUWm6xjQhHFgDtOqggyJ0xKquQXkZCCCG8olGB0ZNPPsn69evZuHEjS5cuZdq0afz73/8GaHATQHFqCrEYufOcLvzy4NnM+2sfkp29irrFBHPHOY2fQqtqTDe1BckPuzIgphegg8J0KEhzn7P7aCbhOtUnyTWVFlRbxkh6GQkhhGiGRjV4tNvtxMSoTTsHDRrEjz/+yCWXXMLevXsbvAWEOLVZjAauGtqRKwbHs/loHp0iAjH7GU78xnqMcS7vX384h7wKE9bIrpC5C46uh+4TATh6eD8ANp0Jk7/aosQzY5SoLiZTaUIIIZqhURmj6OhoNm+unOIIDw9nxYoV7Nixw+O4aPv0eh3940OxBhibfa0OYQF0iQ6iwqHx855M1ZoAYP0y9zmZqQcBKDJFu/s4edQYWdUWJhSkNns8QgghTl+NCoz+9a9/ER0d7XHMZDLx/vvv88MPP3h1YOL04soardp1HIbeBOhgz3LI2AVAYYZqMFkRVLk1iTtjZKsAi7PGqTT/5A1aCCFEm9OowKhDhw7Exta+Z9bIkSO9MiBxehrrqjPanYEjLMk9hcaaRWiaRnmeWglpDK3cTDfQ2ceouKy8MjAqL4Fy28kbuBBCiDZF+hgJnzA4MZxAk1q2vz01H0bcoV7Y9AHH01IILc8EIDAq3v2eAHOVjJG5SmPJMskaCSGEaJpGFV+7dOrUqUnF1nfddRd33nlnUz5StHEmPz0jO0eyfHs6q3cdp/fYYdB+EBxdz47PXyBWlw2An7W9+z3ujJGtHPQGtcGurQBK8yAwslW+DiGEEKe2JgVGy5Yta9KHJSYmNul94vQwpls0y7ens2pXBref3QWG3w4fTaVP6occ0Tk3pg2Oc5/vsSoNwBJSGRgJIYQQTdCkwGj06NHeHocQ7gLsPw/nkFtsw9JlIrm6aGI5ToSuQJ0UUqXGqOqqNFB1RvlHZSpNCCFEk0mNkfAZ7UL96RYTjEODH/dksuD7/bxuO8/zpOBaVqW5MkauOiPJGAkhhGiiJmWMqlq3bh0PPvggGRkZdO7cmf79+7tvHTt29MYYxWlkTPcodqUX8PqP+9l2LI8AbQyzAj7Dz666XledSqs1YwSyZF8IIUSTNTtjdN1112EwGLjpppvo1KkTP/zwA1OnTiUxMZGIiAhvjFGcRsZ0Vcv2txzNw6HBuQO64Dd4inoxIAL8zO5zPfoYgaoxAskYCSGEaLJmZ4xSUlL48ssvSU5O9jh+6NAhNm7c2NzLN1pZWRnDhg1j06ZN/Pnnn/Tv39/92ubNm5kxYwbr1q0jKiqKO+64g/vvv/+kj1HUbXBiGEFmPwrLyokMMvPohT2h/HbY9TV0Psfj3EBnYFRcVi1jJDVGQgghmqjZGaORI0dy5MiRGscTEhK46KKLmnv5Rrv//vtp165djeP5+fmcd955JCQksH79ep599lkee+wxlixZctLHKOpmNOiZ1L8dBr2Opy/pTWiACULi4M4N8JdnPc4NcE6luTNGUmMkhBCimZqUMfrrX/9K37596devH7fccgtPPPEEffv2JSwszNvja5Svv/6a5cuX8/HHH/P11197vPbee+9hs9l46623MJlM9OrVi40bN7JgwQJuuummVhqxqM3jk3ox89yuRASZ6z3PnTHydo3R5g/V3msJw5t3HSGEEKecJgVGycnJ/PLLL7zyyitkZqqOxF27duWiiy7ijDPOYMCAAfTp0weTyeTVwdYnPT2d6dOn89lnnxEQEFDj9TVr1jBq1CiPMY0fP5758+eTk5NTa1BXVlZGWVmZ+3l+vkzRnAx+Bv0JgyKozBjZKzRs5Q5M3qgxytgNn9wIllC4bx8Ymj3bLIQQ4hTSpN/6zz5bOaVx9OhRNm7c6L7Nnz+f/fv34+fnR7du3di8ebPXBlsXTdOYMmUKt9xyC4MHD+bgwYM1zklLS6NTp04ex2JiYtyv1RYYzZ07lzlz5rTImEXzBRgN7sfFtnJM3qgxytyt7ktz4difED+k6dcSQghxymn2/w63b9+e9u3bM3HiRPexwsJCNm7cyKZNm5p17QcffJD58+fXe86OHTtYvnw5BQUFzJo1q1mfV92sWbO455573M/z8/OJj4+v5x3iZPIz6DH76Skrd1BkqyDU7JpKy236RXMPVT4+sFoCIyGEOM20yDxBUFAQZ555JmeeeWazrjNz5kymTJlS7zlJSUmsXLmSNWvWYDZ7Tr8MHjyYv/3tb7z99tvExsaSnp7u8brreWxsLLUxm801ril8S6DZj7Jym1qZ5o0ao5wqgdH+H2DUfc0boBBCiFOKT28iGxUVRVRU1AnP++c//8mTTz7pfn7s2DHGjx/PBx98wLBhwwAYPnw4Dz/8MHa7HaPRCMCKFSvo1q1bqxeNi6YLMBnILnKuTPNGjVHVjFHK72ArBlPNmjUhhBBtU5vYRLZ6h+2goCBAFYl36NABgGuuuYY5c+Ywbdo0HnjgAbZu3crChQt54YUXWmRM4uTw6GUUWqXGSNOgCcG7R8aowgYpv0Hy2V4YqRBCiFPBabOJrNVqZfny5cyYMYNBgwYRGRnJ7NmzZan+Kc6jl5Grj5HmAFshmIMbdzFNq8wYxZ+hgqL9P0hgJIQQp5E2uRY5MTERTdNqHO/bty8//fRTK4xItBSPXkZGf9AbwWFXdUaNDYyKMsFeDOhgwN+cgdFqr49ZCCGE72p252shWlOAyZkxKqtQU2fNqTNyZYtC2kHnc9Xj1E1QnO2FkQohhDgVSGAkTmmB5jq6Xzell1HOQXUfmqC2IYnqDmhwULKMQghxupDASJzSPDJG0Lz90lwZo7AEdd/JWUu3/4dmjFAIIcSpRAIjcUqrM2PUlF5GrhVpoc7AKMkZGB2QwEgIIU4XEhiJU5o7Y+QOjFwZo9zGX6x6xijxTNDpIWsv5B1p3kABHA6pVxJCCB8ngZE4pVX2MXJOpTWrxqhaxshihXYD1WNvTKeteQme6QS7v23+tYQQQrQICYzEKa2yj5EzY+TeL62RNUaOCshLUY9dGSPw7nTa1k/U/bZPm38tIYQQLUICI3FKq+xjVC1j1Ngao/yj4ChXfZCC4yqPJ41R9/tXqwaQTVVWCGlb1OOU35t+HSGEEC1KAiNxSqtclVa9xqiRGSP3NFo86A2VxzsMBT8LFKZDxq6mD/ToetCcwVv2fijMaPq1hBBCtBgJjMQprXJVWjNrjHKr1Re5GC3Qcbh6vPIJNeXWFClrqz2XrJEQQvgiCYzEKa3GqrSm9jHKqbYirarRD4DBBDu/gC/uatqUWspv6t4Y4HwugZEQQvgiCYzEKc2dMaq+Kq2xNUZ1ZYwAEobDpW+qpfsb3oHv5zTu2g4HpKxTjwder+6rZ5CEEEL4BAmMxCmt7j5GXswYAfScBBe8qB7//AL8uqjh187YCWV5YAyEwTeoY8f+hPKyxo1RCCFEi5PASJzSXKvSSu0OKhyaF2qMEus+Z9BkOOdR9Xj5w7DpPw27tmvarMMgiOwKARFQUQapmxs3RiGEEC1OAiNxSnP1MQLntiCuGiN7MVTYG3YReykUpKrHdWWMXM68G4bfrh4vf6Rh13cFRvHDQKdT91WPCyGE8BkSGIlTmsmgx0+vA5wr01yBEdSsM9I0+OWfsOtrz+Ouxo7GQJXNqY9OB6PvV4+LjoOt+MSDdAdGZzjvhzqP/3bi9wohhDipJDASpzSdTufZy8jgB6Yg9WL1/dLSNsOKR+DDqVCSU3m8an2RTnfiDzWHVK4uc2Wa6lJ4XPUtQgcdBqtjrgApZW3zmkYKIYTwOgmMxCmvwb2Msver+/ISz/qg3IPqvrYVabXR6Sq7Yxek1X+ua/VZdA/wD1WP2/VXHbYL0ytrm4QQQvgECYzEKa9G9+u6ehnlplQ+/uOtymzNiVak1cYdGJ0gY+SaLnNNnwEY/SGun/N1WbYvhBC+RAIjccqrM2NUvcYor0pglLkbDv6sHtfXw6guwbHq/oSBkTPwcU2fuUgBthBC+CQJjMQpr8G9jFwZI1fg9Meb6r4pGaOQBkyl2UtVvyLwzBhVfS6BkRBC+BQJjMQpz9XLqGb362qBkStjNPIudb/j/1RxdJMyRg2YSkvdBBU2CIyC8CTP11wZo/RtUFbQ8M8VQgjRoiQwEqe8AOdUWo390qoXX7syRt3+Ah2GgKMc1rxcuUKtUTVGzqm0/HoCI3d90bCaq91C4iC0I2gOOPJHwz9XCCFEi5LASJzyAp1TaTVrjKpkjErz1LYcAKHxlVtz/L5Y3fuHgzm44R8a3E7d15cxctcXDav9dXedkXPZ/rE/YeWTqp1A3pGGj0UIIYTX+LX2AIRorgDnVJp7VZq7xqhKxsiVLfIPB1Mg9LoEvplV2euoMdkiqFJ8naaCmuoZIU2Dw1UyRrWJHwZbPoQNb6vNafOrBEPhneCc2Q0bS0U5vHcpGMxw9fugN5z4PUIIIWolGSNxygs0NyBj5KovCo1X90Z/GHBt5euNqS+CysCovKRmI0mA3MNQnAkGk+pbVBtXAXb+URUUGQMgsps6lrm74WM5vg32r4Y938Lm/zb8fUIIIWqQwEic8mpkjGqrMXJljKzxlccGTa183NiMkdEf/MPU49pWpmXvc163E/iZa79GbF84614YeD1c/R+4fz9MeFq9lrm34WM5trHy8eqnodzW8PcKIYTwIIGROOXVzBiFqvuqmZy8w+o+tGPlscjOkHy2ehzdq/EfXN/KNFeX7eqr0arS6eCcR2DSS9DtfBVsRXRxvn8fOCoaNo7UjZWPcw+rqTkhhBBNIoGROOW5M0Y1+hidIGME8Nc34K+vQ5/LGv/B9a1Myz6g7sM7Ne6a1njws6hl/g3dLsTVK6nTKHX/wzNgK2rc5wohhAAkMBJtgHtVWn19jKrXGLnfHAF9r2hawXJ9K9NyDqr7sEYGRno9RHRWjzP3nPj8cpvqhQTwl+dVrVTRcVi7pHGfK4QQApDASLQB9fYxcu2HVlfGqDmqrkyrrqkZI4BI53RaQwKjjB0qu2SxqveNfUgd//lFKMlt/GcLIcRpTgIjccqrs4+R5gBbodqao+i4Ola1xqi56tovTdMgxxkYNTZjBJV1RlkNCIxc02hx/VXNUp/LIaq7qq9as6jxny2EEKc5CYzEKa/GqjSjP+idLbpK8yubJRoDK1eSeUNIHVNphelgLwadvmmBWGRXdd+QjJFrRZqrJYDeAGf/Qz1e8woUZjT+84UQ4jQmgZE45dVYlabTedYZuVekxddsxNgcdU2luabRrB3Az9T460Y2osbItSKt3YDKY90vgHYDwV4E65c2/vOFEOI0JoGROOVVXZWmuWqKqtYZtUR9EVRZrp/mubS+OdNoUFl8XXS8/jqhqoXXcf0rj+t0lc0rD/3StDEIIcRpSgIjccpzZYw0DUrtDnWwasYot0rGyKsfHK2my7QKKMqsPN6cwmtQe7a5Vrxl1dPo8fh2Z+F1KIQler7m2obkyB8N74ckhBBCAiNx6rP4GdwzZLX2MsproYyRwU8FR+BZZ9TcjBFUmU6rZ2sQ1zRaXL+aU4TRPVTWzFZYmVUSQghxQm0mMEpMTESn03nc5s2b53HO5s2bOeuss7BYLMTHx/PMM8+00miFN+n1OgKMKmtUuZGsK2OUWzmV5s0VaS61rUxrSNfrE2lIAba78HpAzdf0BugwWD1O+b3p4xBCiNNMmwmMAB5//HFSU1PdtzvuuMP9Wn5+Pueddx4JCQmsX7+eZ599lscee4wlS6QRXlvg7mXkavJodgZGZS2YMYLaV6Y1dyoNKpfs15cxci3Vr3OTWud0Wsrapo9DCCFOM36tPQBvCg4OJjY2ttbX3nvvPWw2G2+99RYmk4levXqxceNGFixYwE033XSSRyq8LdBkIAMotlXLGBVnQ/4x9djbNUZQc1uQ0jwoyVaPq9f9NIaryWNdNUblNlVjBJ6F11XFD1X3kjESQogGa1MZo3nz5hEREcGAAQN49tlnKS8vd7+2Zs0aRo0ahclUuXx6/Pjx7Nq1i5ycnNYYrvCiypVpriaPzhqjjJ2qOFpvhKDag+Zmqb6RrCtbFBiliqibyhUYZe+HivKar9dXeO3SfrAqDs89VHt3biGEEDW0mYzRnXfeycCBAwkPD+fXX39l1qxZpKamsmDBAgDS0tLo1MlzaiMmJsb9WlhYzcZ/ZWVllJWVuZ/n5+fXOEf4Bncvo+o1Rq7CY2t7tQ+Zt1XvZeSNwmuAkA7g5w/lJSqwiUj2fN3dv6h/3b2ZLCEQ3QvSt6isUc+LmjcmIYQ4Dfh0xujBBx+sUVBd/bZz504A7rnnHsaMGUPfvn255ZZbeP7553nppZc8ApvGmjt3Llar1X2Lj2+BqRjhFTUyRq4+Rq5MTkvUF0HNjWS9UXgNnpvJ1jadVnUrkPq4p9OkzkgIIRrCpzNGM2fOZMqUKfWek5RU+x+gYcOGUV5ezsGDB+nWrRuxsbGkp6d7nON6Xldd0qxZs7jnnnvcz/Pz8yU48lGV3a+rZYxcWmJFGtRcleaNwmuXyM4q25O5G7qO93yt+lYgdYkfBn+8CYd/a/54hBDiNODTgVFUVBRRUVFNeu/GjRvR6/VER6s+M8OHD+fhhx/GbrdjNBoBWLFiBd26dat1Gg3AbDZjNpubNnhxUlXul1atxsilxTJGzhqj4iwoL4Ocg+p5c6fSoO4l++VllVOEtS3Vr8qVMUrdBPYStY+cEEKIOvn0VFpDrVmzhhdffJFNmzaxf/9+3nvvPe6++26uvfZad9BzzTXXYDKZmDZtGtu2beODDz5g4cKFHhkhceoKNJ0oY9RCgVFAOBicBf0Fad7NGLmX7FcLjI5vB4ddFV6HJtR/jbBECIpR57uyTEIIIerUJgIjs9nMf/7zH0aPHk2vXr146qmnuPvuuz16FFmtVpYvX86BAwcYNGgQM2fOZPbs2bJUv42o2ceoWsaopabSdLrK6bScg5B/VD32SsbItWS/WmBUdRrtRJvi6nRV6oxkOk0IIU7Ep6fSGmrgwIH89tuJf+n37duXn3766SSMSJxsJ8wYtdRUGqjptNzDzn5BGpiCITCy+dd1byabASU54B+m+hdteEcdbzewYdeJHwY7/k8KsIUQogHaRMZIiDpXpQGgg5D2LffhrjqjQ7+q+/DEE2dyGsIcVLnqLdO5Mu27R+HYBhX4DZ7asOu4O2D/rnbaddn5Jbw9CY6sb/5YhRCijZDASLQJNfoYGfzAFKQeB8eBn6mOd3qBKzByZWS8MY3mUnU6bccX8Nsr6vnFixs+PRjXDwxmVSCetU8d2/hv+OBaOPADfH5b7U0kfdHu5fBiH9j6cWuPRAjRRklgJNqEyoxRlT/wrqxRSxVeu7hqjOxF6t4bhdcursBozwr47Db1ePjt0P0vDb+Gn7ly9VrK77D2dfjsVtAcgE51B9/4nvfG3FIydsNHN6hpyy0ftfZohBBtlARGok2o7GNUUXnQVWfUkvVFULmRrItXM0bOJfvbPoGyPOgwBMY91vjruAqwf5gHX92rHg+7Fc57Qj1ePRdsxc0ebospzYP/XA22AvXctfpPCCG8TAIj0SZU9jGqkjGynOSMkUtzu15X5SrABrU8/7K3wGBs/HU6nqHucw+r+1H3wYS5MPQmNSVXkFo5TedrHA745CbVAdwV7OYc9KyXEkIIL5HASLQJQc7l+vmlVQKjAOfKsObsct8QrhojF29OpUX3qHx8SSPqiqqLHwZ65yLUcXPg7H+oAnE/M5z9iDr+84tQlNms4baIH+bD7m9UndTfPgadQe0hJxvjCiFaQJtYri9EVLDqUJ5dZMPh0NDrdTD6PhWk9Ppry3541YyR3ujdFXAh7eCiV1TH6m7nN/06gZFw9X9UlqXreZ6v9b4Mfn0J0jbDj8/C+fObN2Zv2vmlmv4DuPBFiB8C1g5qY92cAxASV+/bhRCisSRjJNqE8EATOh1UODRyim3qYLsBMP6pmtuDeJs5WPUuAghLAL3Bu9cf8Dfo7YXgrsu5NYMiUBvWnvu4erzuzZap3ylIhx+fa9y1HQ74v7+rx0Nvhv7XqMeujJxr+xUhhPAiCYxEm2A06AkPUEvyMwrLTv4AXFkjbxZen0zJYyH5HLV1yMonvHvt4mx4Z5K67pvnqdVlDZF3WDW31Bsri8Sh8nssBdhCiBYggZFoMyKD1HRaRkErBEauKR1v1hedbOfOAXSqR5C3gg5bMfz7StUSAKDoOCyb2LDgKH27uo/qpmqhXFw1YzkSGAkhvE8CI9FmuOqMWiUwci2rj+1z8j/bW2L7qMwRwJ/vNv96FXb4cDIcWatW1E35CmL6NDw4St+m7mN6eR4Pb6GM0eb/wqq5agpPCHHaksBItBmtGhid/Q+48l3oe9XJ/2xvGni9ut/474Z3w87aBz88A+vfhrQt6n0OB3x+O+xZDn7+cM1/IXEkXP95w4Oj487AKLqn53HXVJo3M0aFx1UDzR/mwYHV3ruuEOKUI6vSRJvRqoGRfxj0uPDkf663dfsL+IdDwTHY9z10HV/3ueU2+HUh/PAsVFT5nvv5q7YCmbvU0vor3oaOzv3aAiNUcPTORZC+Bf51MdyxAYyWmtd3TaXVlTEqzoLSfO8U1//5L1VfBbDzK0g+u/nXFEKckiRjJNqMKFeNUWsUX7cVfmbod7V6vOGdus87/Bu8NgpWPqmCoo4jIPEstTqvvEQFRQAXLaoZXLmCo4BIyD+qNsWtrrxMNXSEmhkjc3BljypvZI0cFfDHssrnO7+U5pFCnMYkYyTaDFfGKFMCo+YZeB389rJqqlh4HIKiK1/TNPj2YfU6qABlwlzoc7lqGOlwqIDm2J8QFFV35iUwAhKGw47/U5vvJozwfD1jF2gVqtN19S1XQGWNijNVnVFcvxN/Tevfhux9qpll9c7he79TK+AsoaouquCYGn/7gSe+rhCizZGMkWgzWnVVWlsS3UPtyeYoh03ve762ZlFlUDTgWrh9HfS9QgVFoHoiRXWFfleeeDqqg3P/tiPrar523DmNFt2r8tpVhTWil1FRJnxxN/yyENa8XPP1dW+q+/5/gy7j1OOdX574ukKINkkCI9FmtGqNUVvjKsLe8E7ltNKBn2DFo+rxX56Di16GgPCmf4ZrY9uUtTWnrtK3qvvq9UUujVmyv/UTlX0CtVlu1r7K13IPqwJxgME3QPcL1GMJjIQ4bUlgJNoMV2CUU2zHVi5Lrpul1yVgDFTTYod/g7yj8OEUFWD0uxqG3Nj8z4jrr5o3Fh1XW3xU5S687lnjbUDjluxv+a+6NwVBeSl8cVdlILZ+GaBBp9EQ2Vl1B9f7QcYOzwDKZd9KVWyesk7VJgkh2hwJjESbEepvxE+vpl2yiiRr1Czm4MptSNa9ofoRFWeqpfYTF9Q+vdVYRgvE9VWPU6pNp1WdSqtNQ5fsZ+1TU3U6PVz7MfhZ4MCPsPE9tarOVWA+ZJq69w+DxDPV4+pZo6x98O+rYNWT8OY4eK4rfHorbPtUNbIUQrQJEhiJNkOv10mdkTe5ptO2fqSCC0soXPkvMAV47zNqqzMqzoaCVPU4ukft73NljPKOqACnLls+UvdJY6HjGTD2IfX824fhj7fUliNBsapNgUtt02maBl/dq1bgWTuCOUQFipv+rTJpC3rAitmQm9KgL1sI4bskMBJtiqxM86IOQyCqu/OJDi59w/tbnsQPUfdH1lYec2WLrB3r7lEUFAPGANAckFdHMKJpsPkD9bjvFer+jBkQ2xdKc+GbB9Sxgdd7rlRzBUkpv6tVeaCyQvtWgsEM138G9++Hyf8Hw29XPZtKc1Vx98K+8MF1sG8V2Ioa8Y0QQvgKCYxEmxIZ5NxIVjJGzafTwci71ONzZqv6G2/r4AyM0raAvUQ9rquxY/WxuQqw66ozOrpBLdE3BlRmgQx+MOkl1XgS1BTboMme77O2h3YDAQ12fQ2lefDNLPXaWfdARLIKpDqNgvFPwZ0b4ar31XPNATv+pxpXzo2HxWfBF/fApv+AvbTh3xchRKuRwEi0KbIyzcv6Xw0PpaqAoCVY49VUlqNc9Q6CKivS6ii8djlRnZGr6LrbX8AcVHm8XX8Ycbt63H0iWDvUfG/3iep+55ew8ikoTIPw5MpAsSq9Abr/RWWQbl0DAyerr0mrgLTN8Meb8OnN8MHfpHGkEKcAafAo2hQJjFqAN2uKqtPp1HRa1UaP7sLrEwVGieq+toxRRTls/Vg97ntlzdfPeRTih9VsLOnS/QJY+YSaPnMt9Z/4fO1bl1QV0xMm/VMFQPlH4cgfqn5q7euqkeTub6HbhPqvIYRoVZIxEm2KbAtyCqpagO1wwPEd6nl9U2lQWe9UW5PH/atVYXVABCSPrfm63qCyQv5htV87qpvKEDnsanqsz+W1X6cuOp3KRPW6WE23nXGrOr78H6q7thDCZ0lgJNqUqGD1f/SSMTqFVG30mHcYbIWqv1FE5/rfV99UmqvouvelNbcAaQidrnI6zWyF855q/DWqOusetX1K1h61Gk4I4bMkMBJtSuWqtHqWcAvfUrXR466v1bGobicOaKpmjKrW7pQVws4v1OPaptEaatgt0Hkc/PU1CI5p+nVA7fnmahWwei6U5DTvekKIFiOBkWhTpMboFFS10eP6Zer+RNNooAq3dXqwF0NheuXxrR+pY2GdoP2gpo/L2l41hex2ftOvUdXAyRDVQwVFPz7nnWsKIbxOAiPRpriW6xeWlVNsK2/l0YgGc9UZZexU9ycqvAbwM1WuKHMVYBdnw/ePq8dDpnmnQ7e3GPxg/JPq8e+v1b7lSH3Ky2Dj+5C62ftjE0K4yao00aYEmf2wGPWU2h1kFtjoGNG4f+Iltgo+/fMoO9PySc0rJS2vlNS8EnKK7QRb/AgLMGH1NxIWYKRdqD9dY4LpEhNE15hgd9dt0QQdBsPvVZ43JGMEamVa7mFVZ5QwXHWfLs5SmZlht7TESJun8zh12/sdfHmPKuouK4SyAigvUR26O51V831Z++CjGyB1o3re/QIY/UBlpk0I4TUSGIk2RafTERVsJiW7hIzCUjpGNGypeVFZOe/+dojXf9pfZ31SbrGd3OK6VxRFBJroFx/KwI6hDOgYRr/4UILM8p9Yg7gKsF0akjECNV124EeVMTr0K/z5L3X8whebVnR9Mpz3pGoDsH+1ulX10/OQfDaMewzi+qljWz6C/7sLbAVgClbF6Tu/ULfuF8Coe1Wdli9lx4Q4hclvbdHmRAU5A6MG1BkV28pZ+stB3vhpPznOoKdDmD8X9mtHu1B/4kIsxIVaCAswUVhW7gyObOQU2ziUVczu9AJ2pxeSklNMVpGNlTuPs3Kn2kZCp4MesSGckRTB8OQIhiaGYw3w0T/Wrc3V6LEwTRUqh7Rr2PtcBdiZu1THaVC1PB3PaJlxekN0D5gwH7Z9AqYg1XzSHKw6Y2/7RAVN+1aqFXV+FrXhLUDCSPjr6yow+uEZ1afJFSAFRqueTIlnqvMiksFPMpg+r7wM3r8agqLhksWtPRrhJIGRaHPcBdgnWJnmcGjc9M56ft6bCUCnyEBuG5PMxQPaYzQ0rvyuxFbBjrR8Nh7OZcPhHP48nMvR3BK2p+azPTWft345gE4HvdqFMDI5kjO7RDIkMRyL0dC0L7KtqdroMaZ3w7MfriX72/8HaGpJ/LjHWmqU3jPsJnWrbuwsWPU0bPmwskElOjVtNvp+1X8J4LI3YdR98OMzqjt30XHY/pm6uZiCISBM9XIKilHtDyKSIaILRHZRx+r6Phdnq+nJsE4QEO7FL1x42PkF7PtePR77MITGt+54BCCBkWiDGroy7fWf9vPz3kz8jQbm/rUPF/SNw6+RAZGLv8nAwI5hDOwYxg2oP9bp+aX8fiCb3/Zn8dv+LPZnFLH1aD5bj+bz2o/7MfnpGZIYxpmdoxjVNZKecSHoTufpkK7nq8Co0+iGv8e9qa1zuf74p0/tP+ThSWqz3hF3wqqn1BThxOdrrzuK7g6XvaWyDkfXw8Ff4NDPqh+UvVhNvdkKVA1WbQxmlZkLaa9W4BlMqpYpczcUZzrPMUHPi2DQFJWJOtG/z/IyteouOLZZ34bThmsVJqip4NBmtJcQXqPTNNm8p6Hy8/OxWq3k5eURElLHrt+i1b343W5e/G4PVw/tyNy/9qn1nC1H8rjklV8od2jM+2sfrhrascXHlZ5fypp9Wfy8N5Of92SSlu+5qWhUsJmzukQyumsUZ3aOJOJ0K+bWNLWZbFR3teKsIUrzYZ7z/7I7jYbrP5daG4cDyvJU1qc4WxWj5x+FrL2QuUc1mcw9rDp61ycgQr3XJaIzDLgWks9RWT19lf+JyN6v/sj/+a56z4g71cbDvlrn5Quy9sFLAyufD5ystpMRLaIxf78lYyTanBNljIrKyrnzP39S7tCY0CuWK4ecnPR1TIiFiwe05+IB7dE0jX0Zhfy0J5Of9mSyZl8WGQVlfLLhKJ9sOIpOB33bWxnVNYrRXaPoHx/a5GzWKUOna/wqK0sIxPaBnMMwcYEERaACFv8wdYtIrv2c8jIoSIX8Y+qWd0RlmSI6Q2RXdW8OUhv7rl+mCsCz9sJ3j6mbxQodR6jVhId+UTVRVf36Tzj8m8poyfRQ7VzZIv9wKMlWGSPhEyRj1AiSMTo1LN+Wxk3/Wk+/+FA+nzGyxusPfLSZD/5IITbEwjd3nUVoQAOzEy2orLyC9Qdz+GFPBj/symBnWoHH68EWP3c2aVTXKOKs/q00Uh9kK1KFy4ERrT2StqusQAVHO79QAY+tsNoJOuh8DgyeBhU2+N+dKmtlCYWLX4Xuf1FTbNn71fRgWT7E9lVB7elYJF5eBgt6qOzaxa/CZ7cBGszc3fwu66JWkjESpzX3tiC1ZIy+2pLKB3+koNPBC1f294mgCMDsZ2BE50hGdI5k1vk9SM8v5cfdGfy4J5Of9mSQW2znqy1pfLUlDYCuMUHuIOm0L+I2BaqbaDnmYBg8Vd0qyiFtk6ppOvqHqosaOLlKvRfQrj98OBWObYD/XK0CpNLcmtc1mFSA1GEwdBii7kMTPDN/mgYFaXB8m9q3LrY3GE/x/zHY+aUKioLbQZ8rYM0rkL4FDv8KvS5p7dGd9tpUYPTll1/y+OOPs3nzZiwWC6NHj+azzz5zv3748GFuvfVWVq1aRVBQEJMnT2bu3Ln4+bWpb8Npr+pUmqZp7oLm3GIbsz7ZAsCto5MZnuy7GYaYEAuXD47n8sHxVDg0Nh/J5YfdGfy4O4ONKbnsTi9kd3ohr/90AItRzxlJEYzqogKl5KjA07uIW7Qsg5/aaqW+7VbCEuGGb9W0228vVwZFQbEqkDIFqGm64iwVXB39A353LlcPjIL2g9U1MnaqujNXMTiA3k+1PGg3QPVviu2jnpuDW+TLbRHrl6r7gdep72fCCBUYHZLAyBe0mYjg448/Zvr06Tz99NOcffbZlJeXs3XrVvfrFRUVTJw4kdjYWH799VdSU1O5/vrrMRqNPP300604cuFtrg7UtgoH+aXlWP1VAejy7enkldhJjgrk7nO7tuYQG8Wg1zGgYxgDOoZx17iu5Bbb+HlvJj/uzuCH3Rmk55exelcGq3dlANA+1J+zukQyqmsUI5IjfCYrJk4zfiaY8DQMvRHsJSrQqZrZ0zTVEuDIejiyTgVHqZuhKAN2f+15LZ1e1T2V5KjX07aoG+9UnhPaEaJ7qSApuofaiDiiiwrCfEnWPtWUFB0MuE4dSxgBa1+TOiMf0SZqjMrLy0lMTGTOnDlMmzat1nO+/vprLrjgAo4dO0ZMjJrDXbx4MQ888AAZGRmYTCf+4yE1RqeOPo99S0FpOd/dM5rO0UEA3PTOHyzfns5d47pw17hTJzCqj6Zp7E4v5Ifdx/lpTya/H8jGVl652kivgz4dQjmrcyRndYlkQMcwTH5tvIhbnLrspZC2WQVKeUchqqszI9RTTZ9pmlphd+xPOLoBUjfB8e2qkLxWOghLUP2YwhLVdF9YotpjLyhWNVY82SvnVsyGXxZCl/Pgbx+qY4XH4bkuarz37z+1W074qNOuxmjDhg0cPXoUvV7PgAEDSEtLo3///jz77LP07t0bgDVr1tCnTx93UAQwfvx4br31VrZt28aAAQNqXLesrIyysso6lfz8/Jb/YoRXRAWbKSgtJ6OgjM7RQZTaK/hpj0rHj+vRdoobdTod3WKD6RYbzE2jkimxVfD7gSx+2qMySnuOF7IpJZdNKbksWrWXAJOBM5IiGNk5kjM7R9I1Jkim3YTvMFrU9jDVt4hx0elUUGPtAD0urDxenA3p21SQlLETju+EjB0qw5RzUN1qv2BlA8zgmMpgKTjWeYtz3mK9UyReboM/nZ3MB02tPB4UrVYDZu5Wxe3d/9L8zxJN1iYCo/379wPw2GOPsWDBAhITE3n++ecZM2YMu3fvJjw8nLS0NI+gCHA/T0tLq/W6c+fOZc6cOS07eNEiooLM7M8oIqNQBba/7M2kxF5BO6uFXu3abrbP32RgTLdoxnSLBiAtr5Sf9mS4eydV37YkKtjMyOQIRnSOZGTnSNqHnuJFreL0FBCummBWbYSpaWraLXN3ZXCUfUDd5x9T3cId5ap+qThTFXfX+xkRlQ0xQ9qpmytoCnIGUa5Mj+ZQ166wQ2G68/MPQMo69VnBcSpjVFXCCDXWQ79IYNTKfDowevDBB5k/f3695+zYsQOHQ00dPPzww1x66aUALF26lA4dOvDhhx9y8803N+nzZ82axT333ON+np+fT3y89OQ4FVTvZbRiezoA43rGnFYZklhrZRG3w6GxIy2fX/aq3klrD2STUVDGZxuP8dnGY4DaFmVEcgQjkiM5Iyn89GsyKdoOnU5lYoKi1R5y1Tkcqvi7MF3t0VeQ7nycrlbBFaSpKbqCNKgoU+cWZzlrm+r8UNxd2OszcLIquq4qYaTqbXTol0Z8kaIl+HRgNHPmTKZMmVLvOUlJSaSmqvnlnj0rd+Q2m80kJSVx+LBqhx8bG8vatWs93puenu5+rTZmsxmzWf4wnIqqBkYOh8Z3O1SG5NyebWcarbH0eh292lnp1c7KTaOSKbVXsOFQDr/sy+SXvVlsPpLLgcwiDmQW8d7v6r+b7rHBjEiOlE1wRduj10NQlLrRu+7zNE1NyeUfczbFPOpsinlUPS9MV/fFWdQaFPn5V6lv6qT2qet3Vc3zEkao+9RNqm/UqbTKro3x6cAoKiqKqKioE543aNAgzGYzu3bt4swz1f8Z2O12Dh48SEJCAgDDhw/nqaee4vjx40RHq2mGFStWEBIS4hFQibbB3cuosIyNR3LJLCwj2OzHsE6+u0T/ZLMYK3sn3Tce8kvt/L4/m1/3qU7cO9MK3Leqm+Ce0SmCM5IiGNIp3L3iT4g2S6dTU2QB4aqHUl3KbSqA0unVZr96P3VvDGhYR3ZrB9XDKfcQpPwOncd572sQjeLTgVFDhYSEcMstt/Doo48SHx9PQkICzz77LACXX345AOeddx49e/bkuuuu45lnniEtLY1//OMfzJgxQ7JCbZBryX5GQRnfOafRRneLkhVZ9QixGDm3Z4w7q5ZZWMZv+7P4dV/NTXDf+FkFSj1iQzgjKYJhSeEMSQwnPFBaA4jTlJ+p+V2rE0aqwOjQrxIYtaI2ERgBPPvss/j5+XHddddRUlLCsGHDWLlyJWFhYQAYDAa++OILbr31VoYPH05gYCCTJ0/m8ccfb+WRi5ZQdSrNVV90Ok+jNUVkkJkL+rbjgr7tALUJ7m/7VZD0+/5s9mcWsT01n+2p+bz1ywFAdeQe2kkFScM6RRBrtbTmlyDEqSVhBGz6t+oqLlpNm+hjdLJIH6NTx9ajeVzw0s+Y/PTYyh346XWs/8e5UiPjRcfzS/ntQDa/78/i9wPZ7D1eff8s6BDmz9DEcAYnhjO0UxjJUdIeQIg6Ze2DlwaC3gizUlT90o4v1BYieUdAq1Cr3RwVauWbnxn8LKrHk59Z1SUFRKibf7jzcbjzcZh6bgxUU3yuKT+D6bTYr+6062MkRHXRzoyRq9nh0E5SOOxt0SEWJvVrx6R+KqOUVVjGuoM5rDuYzdoD2Ww7lseRnBKO5Bzlkz+PAhAaYGRQxzAGJYYxOCGcvh2sp/c+b0JUFZ6klvIXpMKrI9SmuyeDNb6yY3h0L4jsDNaOEBhZsz6qwtniwM8M/mEnZ3wnmQRGok0KDzSh06kFJSDTaCdDRJCZCb1jmdBbrfIsLCvnz8M5rDuQzdqD2WxMySW32M73O4/zvbOPktGgo3d7qwqWEtQtOkSm38RpSqdTdUZbP1JBkU6vnveYpPaGM/g5i7r9AJ1qI2AvhfISdV+W72wrkF3ZXqAkG4pznPfZ6tzq8lLUbc9yz+N+FmeX8BgozVMZrKJM3KvvwhLVuFz71oXGq3MbuqlzaZ7KjvnYti0yldYIMpV2ahn85AoyC20A/HT/WOLDfes/vtONrdzB9tR8/jiYzR8Hc/jjUA6ZhWU1zmsf6s/AhDAGdgxlQMcwesaFSNG8OH1k7YM1i1Sg0X2iytp4k6Y5G1BWqKk5W7FqLHl8u7qlb1fNKAvSqLMnk06vrlEXU5AKkIKi1fRdYCQERIIlBHIPQ8Yu9ZmF6WrV3rBbYOTfwT/Uu19rFY35+y2BUSNIYHRqmfDij+xMK6B7bDDf3DWqtYcjqtE0jZTsEtYfzmb9oRzWH8plV1o+jmq/kUx+evq0t9I/PpQBzmCpndUitUpCtKRym+rZlHdEBTD+oc5gJ0YFO2X5qufSsT/VLW2rmgK0Fzft8yyhcObdMPSmFskgSWDUQiQwOrVc/9ZaftydwR1nd2bmed1aeziiAQrLytmUksuGQzn8mZLLhsM55Bbba5wXFWymXwcVKPXrEErfeCshFqkhE6LVlRWoTXEL0tSWLEUZakqvKFNNnVnbq33hIrupWqaDP8P3j6s97kBtrzLmQRg8tf7PaSQJjFqIBEanll/3ZvL+uhQeu7CnbG1xitI0jYNZxfx5OIc/D+eyMSWX7an5VFRPKwFJUYEqSOpgpW+HUHq1C5HCbiFOBY4K2PwBrJoLeYeh96Vw2Vte/QgJjFqIBEZCtL4SWwXbjuWxMSXXfTuSU7Og1E+vo2tMsDtQ6tvBSteYYKlXEsJXlZfBH0uhy7kQkezVS0tg1EIkMBLCN2UVlrH5aB6bUnLZfCSPzUdy3YX3VZkMerrFBtO7vZU+zlvX2CDMfpJZEqItk8CohUhgJMSpQdM0UvNK2Xwkjy1HXcFSHnklNeuVXJmlPu2t9G4fQs92VnrEBRNgkm4mQrQVEhi1EAmMhDh1aZrGkZwSthxVQdLWo3lsPZZXa3G3XgedIgPp3d5Kr3Yh9Iyz0rNdiOwFJ8QpSgKjFiKBkRBti6ZpHM0tYevRPLYczWPbsXy2Hcsno6BmfyWAOKuFnnEh9IgLoWc7dZ8QHoBeL60DhPBlEhi1EAmMhDg9HM8vdQZJeWqj3GP5HMyqvT9LoMlAt9hgujsDph6xwXSLDSZY2gcI4TMkMGohEhgJcfoqKLWzI7WAHan57EjNZ3tqPrvSCigrr70DcIcwf7rHhtAjLpjusSF0iw0mMSIAP4OsihPiZJPAqIVIYCSEqKq8wsHBrCK2pxaw0xkw7UgtIC2/tNbzTX56ukQH0S02mG4xKrPULTaY2BDp5C1ES5LAqIVIYCSEaIjcYhs701SwtDOtgB1pBexOK6DEXlHr+cEWP7rFBNM1Npiu0UF0dQZO0phUCO+QwKiFSGAkhGgqh0MjJaeYnc4gaWe6ut+fWVRrJ2+AiEATnaOD6BoTTJeYIPfjiECTZJiEaAQJjFqIBEZCCG8rK69gf0YRu9IK2J1ewO70QvYcL+BwdjF1/XYODTDSJTqIztHBzvsgusQEyZScEHWQwKiFSGAkhDhZSmwV7D2ugqTd6YXsSS9g9/ECjuSU1BkwBZn9SI4KJDk6iOQoFTAlRwWREBGAUYq+xWlMAqMWIoGREKK1ldgq2JdR6A6a9h5Xjw9lFVNex5Scn15Hx4gAkqOCnDdn8BQZhDVA2gqItk8CoxYigZEQwlfZyh0czi5yB0r7Moqc94UU22ov+gZVx5QUFUhyVBCdIgNJigoiKSqQjuGSZRJtR2P+fstmQEII0QaY/PR0jg6mc3Swx3GHQyMtv5T9GUXsyyh0Z5v2ZxSRll9KVpGNrCIb6w7meLzPT6+jY3gAiZGBdHLekiID6RQVSEywRbp9izZLMkaNIBkjIURbUlRWzoFMV8BUxIHMIvZnFHIgs6jeLJPFqCcxQgVLiZGBdIoIJCEigE6RgUQFm6UAXPgcmUprIRIYCSFOB5qmskwHMorYn6kCJtctJbvuWiaAAJOBhIhAOkUGqHtn0JQQEUh0sFkyTaJVSGDUQiQwEkKc7uwVDo7klHAwUwVNBzOLOJilbkdzSqgnZsJi1NMxXAVJCeEBJESq+8SIQNqFWmS7FNFiJDBqIRIYCSFE3WzlDlJyijmUVcSBzGJ30HQoq5ijuSV1NrIEVdPUPsyfjuEBzuApgI7hqgg8PtxfNuUVzSLF10IIIU46k5/e3RKgOnuFg6M5Je5A6VBWMYeznY+zi7GVO9zHaxMWYFRBU0QgHcP9nQFTAPFhAcRZJdskvEcCIyGEEC3OaNCT6CzWrs7h0EgvKOWwM0hy3adkF3M4u5jsIhs5xXZyivPYdCSvxvv99DrahfoTH+5PfJgKmDqE+dMhTGWbooKkIFw0nARGQgghWpVeryPO6k+c1Z9hSRE1Xi8otXM4u5iU7BJ3sOS6Hc0pwVbhcD+HrBrvtxj1dAhTwVJ8WGXQpO79CZe950QVEhgJIYTwacEWI73aWenVzlrjNVe2yRU0peQ4A6icYo5kF5OaX0qp3eFufFkbf6OBDmH+tHcGSh3CAmgf6nwe6k9kkKymO51I8XUjSPG1EEKcWmzlDlLzSkjJLuFIjgqcjuSUOG/FpOeXnfAaJj897awW2of5q4ApNMD9uEOYPzEhFkx+UuPky6T4WgghhEAFNQkRgSRE1KxtAigrr+BYbilHnYGSK2A6mlvC0ZwS0vJLsZU7OJhVzME6CsN1OogJttAu1EK7UBUwtXPfLLSz+hMaYJTpulOEBEZCCCFOW2Y/g3vLk9rYKxyk5ZW6AyWPe+fNVu4gLb+UtPxSNhzOrfU6/kYDcaEW2of6E2dVAVQ7qwqe4pzBk7/J0IJfqWgoCYyEEEKIOhgNetUWIDyg1tc1TSOz0MYxZ5B0LLeEY7ml7uepeSVkFtoosVewP6OI/RlFdX5WaICROKs/7awW4kItxFn9iQ2pfBxntWAxSvDU0iQwEkIIIZpIp9MRFWwmKthMv/jQWs8ptVeQllc1WColNa+Eo84AKjW3hCJbBbnFdnKL7exIza/z88KcwVOc1UKs1UKc1eLxPNZqIcAkf9qbQ757QgghRAuyGA119nAClXXKLy0nNa+E1NxSjuWVkJZXSmpeqQqonMdL7BXOfk52ttcTPIVY/Iiz+hNjtRAbYiY2xEKMM4iKCbEQG2KRFgX1kMBICCGEaEU6nQ6rvxGrv5HusbWvmNI0jfySclLznRmn3FLS8lzZp8pgqthWQX5pOfmlBexKL6jzM00GPTFWZ9DkDJZinAGUemwmOthyWtY9SWAkhBBC+DidToc1wIg1oP7gqaCsnDRnpiktr9RdFJ7ufJyeX0ZmYRm2Coez91NJvZ8bYvFTAVOIhegQc5Ugyky083FUsBljG9qSRQIjIYQQog3Q6XSEWIyEWIx0jQmu8zxbuYPjBaWk51dO16Xnl5KWX0Z6XinpztdK7Q5n9qmQPXU0x1SfCxGBJqKDncFTsAqcokIsRAeb1S3EQlSQ+ZTo99QmAqPVq1czduzYWl9bu3YtQ4YMAWDz5s3MmDGDdevWERUVxR133MH9999/MocqhBBCtCqTn2uLlNpX2kFl3dNxZ8bpeH4Z6QXqPs0ZPB3PL+N4QSn2CrUyL7PQxvbU+j87LMDoDqAq7z0fx4S07uq7NhEYjRgxgtRUz5/GI488wvfff8/gwYMB1fXyvPPOY9y4cSxevJgtW7Zwww03EBoayk033dQawxZCCCF8UtW6py71ZJ8cDo2cYpsKngrKyMgvIz2/auBURkZBZQDlKh6vr/7pL31ieeVvg1riy2qQNhEYmUwmYmNj3c/tdjuff/45d9xxh7vq/r333sNms/HWW29hMpno1asXGzduZMGCBRIYCSGEEE2g1+uICDITEWSmVz3nORwauSV2jjsDpnRXIOUMmlxB1PGCUqKCzCdt/LVpE4FRdf/73//Iyspi6tSp7mNr1qxh1KhRmEwm97Hx48czf/58cnJyCAsLq3GdsrIyysoq99HJz697eaQQQgghaqfX6wgPNBEeaKJ7bN3naZpGuaN1t3D1/SqoJnjzzTcZP348HTp0cB9LS0sjJibG4zzX87S0tFqvM3fuXKxWq/sWHx/fcoMWQgghTnM6na7VV7j5dGD04IMPotPp6r3t3LnT4z1Hjhzh22+/Zdq0ac3+/FmzZpGXl+e+paSkNPuaQgghhPBdPj2VNnPmTKZMmVLvOUlJSR7Ply5dSkREBJMmTfI4HhsbS3p6uscx1/Oq9UlVmc1mzObWnesUQgghxMnj04FRVFQUUVFRDT5f0zSWLl3K9ddfj9Fo9Hht+PDhPPzww9jtdvdrK1asoFu3brXWFwkhhBDi9OPTU2mNtXLlSg4cOMCNN95Y47VrrrkGk8nEtGnT2LZtGx988AELFy7knnvuaYWRCiGEEMIX+XTGqLHefPNNRowYQffu3Wu8ZrVaWb58OTNmzGDQoEFERkYye/ZsWaovhBBCCDedpmmtuy7uFJKfn4/VaiUvL4+QkNr3qhFCCCGEb2nM3+82NZUmhBBCCNEcEhgJIYT4//buPSiq8o0D+HcRWDFcFrmj3EzDC5dRTCR1tEC854VxDK0oTbNwvKQ2XkNrCqfGprCysoAYZ2LMEXVCGAgELyEqQdyM0EQcWsAUuXgBYZ/fH647raBhwS76+35mzgx73ndfnvPsMn7n7DkrEekwGBERERHpMBgRERER6TAYEREREekwGBERERHpMBgRERER6TxWX/DY3e5+5VNDQ4OJKyEiIqLOuvvvdme+upHB6CE0NjYCANzc3ExcCRERET2sxsZG2NjYPHAOv/n6IWi1Wvz555/o27cvFApFl67d0NAANzc3XLp0id+q3Y3YZ+Ngn42DfTYO9tl4uqvXIoLGxka4urrCzOzBVxHxjNFDMDMzw4ABA7r1d6hUKv7hGQH7bBzss3Gwz8bBPhtPd/T6n84U3cWLr4mIiIh0GIyIiIiIdBiMegilUomoqCgolUpTl/JYY5+Ng302DvbZONhn4+kJvebF10REREQ6PGNEREREpMNgRERERKTDYERERESkw2BEREREpMNg1AN8/vnn8PT0RO/evREYGIhTp06ZuqRHytGjRzFz5ky4urpCoVDgwIEDBuMignfeeQcuLi6wsrJCSEgIysvLDeZcvXoVCxcuhEqlglqtxuLFi9HU1GTEo+j5oqOj8fTTT6Nv375wdHTE7NmzUVZWZjDn1q1biIyMhJ2dHaytrREWFoaamhqDOZWVlZg+fTr69OkDR0dHrFu3Dq2trcY8lB5t165d8PPz03/BXVBQEFJSUvTj7HH32L59OxQKBVatWqXfx153ja1bt0KhUBhsQ4YM0Y/3uD4LmVRiYqJYWlpKbGyslJSUyJIlS0StVktNTY2pS3tkHD58WDZt2iT79+8XAJKUlGQwvn37drGxsZEDBw7Ir7/+Ks8//7x4eXnJzZs39XOmTJki/v7+cvLkSTl27JgMGjRIwsPDjXwkPdvkyZMlLi5OiouLpaCgQKZNmybu7u7S1NSkn7Ns2TJxc3OTjIwMOXPmjIwZM0aeeeYZ/Xhra6v4+PhISEiI5Ofny+HDh8Xe3l42bNhgikPqkQ4dOiTJycny+++/S1lZmWzcuFEsLCykuLhYRNjj7nDq1Cnx9PQUPz8/WblypX4/e901oqKiZPjw4aLRaPTb5cuX9eM9rc8MRiY2evRoiYyM1D9ua2sTV1dXiY6ONmFVj657g5FWqxVnZ2f56KOP9PuuXbsmSqVSvv/+exERKS0tFQBy+vRp/ZyUlBRRKBRSVVVltNofNbW1tQJAsrOzReROXy0sLOSHH37Qzzl79qwAkJycHBG5E2LNzMykurpaP2fXrl2iUqmkubnZuAfwCLG1tZVvvvmGPe4GjY2NMnjwYElPT5cJEybogxF73XWioqLE39+/w7Ge2Gd+lGZCLS0tyMvLQ0hIiH6fmZkZQkJCkJOTY8LKHh8XLlxAdXW1QY9tbGwQGBio73FOTg7UajVGjRqlnxMSEgIzMzPk5uYaveZHRX19PQCgX79+AIC8vDzcvn3boNdDhgyBu7u7Qa99fX3h5OSknzN58mQ0NDSgpKTEiNU/Gtra2pCYmIjr168jKCiIPe4GkZGRmD59ukFPAb6fu1p5eTlcXV0xcOBALFy4EJWVlQB6Zp/5n8ia0F9//YW2tjaDFxsAnJyc8Ntvv5moqsdLdXU1AHTY47tj1dXVcHR0NBg3NzdHv3799HPIkFarxapVqzB27Fj4+PgAuNNHS0tLqNVqg7n39rqj1+LuGN1RVFSEoKAg3Lp1C9bW1khKSsKwYcNQUFDAHnehxMRE/PLLLzh9+nS7Mb6fu05gYCDi4+Ph7e0NjUaDbdu2Yfz48SguLu6RfWYwIqKHFhkZieLiYhw/ftzUpTyWvL29UVBQgPr6euzbtw8RERHIzs42dVmPlUuXLmHlypVIT09H7969TV3OY23q1Kn6n/38/BAYGAgPDw/s3bsXVlZWJqysY/wozYTs7e3Rq1evdlff19TUwNnZ2URVPV7u9vFBPXZ2dkZtba3BeGtrK65evcrXoQPLly/Hjz/+iCNHjmDAgAH6/c7OzmhpacG1a9cM5t/b645ei7tjdIelpSUGDRqEgIAAREdHw9/fH59++il73IXy8vJQW1uLkSNHwtzcHObm5sjOzkZMTAzMzc3h5OTEXncTtVqNp556CufOneuR72kGIxOytLREQEAAMjIy9Pu0Wi0yMjIQFBRkwsoeH15eXnB2djbocUNDA3Jzc/U9DgoKwrVr15CXl6efk5mZCa1Wi8DAQKPX3FOJCJYvX46kpCRkZmbCy8vLYDwgIAAWFhYGvS4rK0NlZaVBr4uKigyCaHp6OlQqFYYNG2acA3kEabVaNDc3s8ddKDg4GEVFRSgoKNBvo0aNwsKFC/U/s9fdo6mpCefPn4eLi0vPfE93+eXc9FASExNFqVRKfHy8lJaWytKlS0WtVhtcfU8P1tjYKPn5+ZKfny8A5OOPP5b8/Hy5ePGiiNy5XV+tVsvBgwelsLBQZs2a1eHt+iNGjJDc3Fw5fvy4DB48mLfr3+ONN94QGxsbycrKMrjt9saNG/o5y5YtE3d3d8nMzJQzZ85IUFCQBAUF6cfv3nYbGhoqBQUFkpqaKg4ODry9+W/Wr18v2dnZcuHCBSksLJT169eLQqGQtLQ0EWGPu9Pf70oTYa+7ypo1ayQrK0suXLggJ06ckJCQELG3t5fa2loR6Xl9ZjDqAXbu3Cnu7u5iaWkpo0ePlpMnT5q6pEfKkSNHBEC7LSIiQkTu3LK/ZcsWcXJyEqVSKcHBwVJWVmawxpUrVyQ8PFysra1FpVLJq6++Ko2NjSY4mp6rox4DkLi4OP2cmzdvyptvvim2trbSp08fmTNnjmg0GoN1KioqZOrUqWJlZSX29vayZs0auX37tpGPpudatGiReHh4iKWlpTg4OEhwcLA+FImwx93p3mDEXneN+fPni4uLi1haWkr//v1l/vz5cu7cOf14T+uzQkSk689DERERET16eI0RERERkQ6DEREREZEOgxERERGRDoMRERERkQ6DEREREZEOgxERERGRDoMRERERkQ6DEREREZEOgxERERGRDoMRET2SJk6ciFWrVpm6jHauXLkCR0dHVFRUdNmaL7zwAnbs2NFl6xHR/TEYEZHRvPLKK1AoFFAoFLCwsICTkxMmTZqE2NhYaLVaU5fXJd5//33MmjULnp6eXbbm5s2b8f7776O+vr7L1iSijjEYEZFRTZkyBRqNBhUVFUhJScGzzz6LlStXYsaMGWhtbTV1ef/JjRs38O2332Lx4sVduq6Pjw+efPJJ7Nmzp0vXJaL2GIyIyKiUSiWcnZ3Rv39/jBw5Ehs3bsTBgweRkpKC+Ph4AIBWq0V0dDS8vLxgZWUFf39/7Nu374HrpqamYty4cVCr1bCzs8OMGTNw/vx5AEBCQgLs7OzQ3Nxs8JzZs2fjpZdeuu+as2bN0p/hunc7dOhQu/mHDx+GUqnEmDFjDPZPnDgRK1aswNtvv41+/frB2dkZW7duNZizb98++Pr6wsrKCnZ2dggJCcH169f14zNnzkRiYuIDe0BE/x2DERGZ3HPPPQd/f3/s378fABAdHY2EhAR8+eWXKCkpwerVq/Hiiy8iOzv7vmtcv34db731Fs6cOYOMjAyYmZlhzpw50Gq1mDdvHtra2gzCTG1tLZKTk7Fo0aL7rhkbGwuNRoPy8nIAd4KPRqOBRqPBtGnT2s0/duwYAgICOlzru+++wxNPPIHc3Fx8+OGHePfdd5Geng4A0Gg0CA8Px6JFi3D27FlkZWVh7ty5EBH980ePHo1Tp061C3dE1LXMTV0AEREADBkyBIWFhWhubsYHH3yAn376CUFBQQCAgQMH4vjx4/jqq68wYcKEDp8fFhZm8Dg2NhYODg4oLS2Fj48PFixYgLi4OMybNw8AsGfPHri7u2PixIn3rcnOzg4AkJOTA4VCgfHjx8Pa2vq+8y9evAhXV9cOx/z8/BAVFQUAGDx4MD777DNkZGRg0qRJ0Gg0aG1txdy5c+Hh4QEA8PX1NXi+q6srWlpaUF1drZ9DRF2PZ4yIqEcQESgUCpw7dw43btzApEmTYG1trd8SEhL0H411pLy8HOHh4Rg4cCBUKpX+4ufKykoAwJIlS5CWloaqqioAQHx8vP5i8H9SWFgIT0/PB4YiALh58yZ69+7d4Zifn5/BYxcXF9TW1gIA/P39ERwcDF9fX8ybNw+7d+9GXV2dwXwrKysAd65jIqLuwzNGRNQjnD17Fl5eXmhqagIAJCcno3///gZzlErlfZ8/c+ZMeHh4YPfu3XB1dYVWq4WPjw9aWloAACNGjIC/vz8SEhIQGhqKkpISJCcnd6q2wsLCdsGmI/b29u0CzV0WFhYGjxUKhf5OvF69eiE9PR0///wz0tLSsHPnTmzatAm5ubnw8vICAFy9ehUA4ODg0Kmaiejf4RkjIjK5zMxMFBUVISwsDMOGDYNSqURlZSUGDRpksLm5uXX4/CtXrqCsrAybN29GcHAwhg4d2mFAee211xAfH4+4uDiEhITcd717VVRUwNvb+x/njRgxAqWlpZ1a814KhQJjx47Ftm3bkJ+fD0tLSyQlJenHi4uLMWDAANjb2/+r9Ymoc3jGiIiMqrm5GdXV1Whra0NNTQ1SU1MRHR2NGTNm4OWXX0avXr2wdu1arF69GlqtFuPGjUN9fT1OnDgBlUqFiIiIdmva2trCzs4OX3/9NVxcXFBZWYn169e3m7dgwQKsXbsWu3fvRkJCQqdr1mq1uHjxIqqqquDq6nrfj98mT56MDRs2oK6uDra2tp1ePzc3FxkZGQgNDYWjoyNyc3Nx+fJlDB06VD/n2LFjCA0N7fSaRPTvMBgRkVGlpqbCxcUF5ubmsLW1hb+/P2JiYhAREQEzszsnsd977z04ODggOjoaf/zxB9Rqtf7W/o6YmZkhMTERK1asgI+PD7y9vRETE9PuwmobGxuEhYUhOTkZs2fP7nTNK1aswNKlS+Ht7Y2Ghob7BiNfX1+MHDkSe/fuxeuvv97p9VUqFY4ePYpPPvkEDQ0N8PDwwI4dOzB16lQAwK1bt3DgwAGkpqZ2ek0i+ncU8vf7QYmIHnPBwcEYPnw4YmJiumX95ORkrFu3DsXFxfqg91/t2rULSUlJSEtL65L1iOj+eMaIiP4v1NXVISsrC1lZWfjiiy+67fdMnz4d5eXlqKqq6vQ1TP/EwsICO3fu7JK1iOjBeMaIiP4veHp6oq6uDlu2bMHatWtNXQ4R9VAMRkREREQ6vF2fiIiISIfBiIiIiEiHwYiIiIhIh8GIiIiISIfBiIiIiEiHwYiIiIhIh8GIiIiISIfBiIiIiEiHwYiIiIhIh8GIiIiISIfBiIiIiEjnfzc5H7h6dJu+AAAAAElFTkSuQmCC", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Change the scattering coefficient of all radio materials\n", "for rm in scene.radio_materials.values():\n", " rm.scattering_coefficient = 1/sqrt(3)\n", " \n", "bandwidth=200e6 # bandwidth of the receiver (= sampling frequency)\n", " \n", "plt.figure()\n", "\n", "# Paths without diffuse reflections\n", "paths = p_solver(scene,\n", " max_depth=5,\n", " samples_per_src=10**6,\n", " diffuse_reflection=False,\n", " refraction=False,\n", " synthetic_array=True)\n", "\n", "# Paths with diffuse reflections\n", "paths_diff = p_solver(scene,\n", " max_depth=5,\n", " samples_per_src=10**6,\n", " diffuse_reflection=True,\n", " refraction=False,\n", " synthetic_array=True)\n", "\n", "# Compute channel taps without scattering\n", "taps = paths.taps(bandwidth, l_min=0, l_max=100, normalize=True, out_type=\"numpy\")\n", "taps = np.squeeze(taps)\n", "tau = np.arange(taps.shape[0])/bandwidth*1e9\n", "\n", "# Compute channel taps wit scattering\n", "taps_diff = paths_diff.taps(bandwidth, l_min=0, l_max=100, normalize=True, out_type=\"numpy\")\n", "taps_diff = np.squeeze(taps_diff)\n", "\n", "# Plot results\n", "plt.figure();\n", "plt.plot(tau, 20*np.log10(np.abs(taps)));\n", "plt.plot(tau, 20*np.log10(np.abs(taps_diff)));\n", "plt.xlabel(r\"Delay $\\tau$ (ns)\");\n", "plt.ylabel(r\"$|h|^2$ (dB)\");\n", "plt.title(\"Comparison of Channel Impulse Responses\");\n", "plt.legend([\"No Scattering\", \"With Scattering\"]);" ] }, { "cell_type": "markdown", "id": "8b59bcc8-1a05-4e53-a819-f0adf195f481", "metadata": {}, "source": [ "The discrete channel impulse response looks similar for small values of $\\tau$, where the field is dominated by strong LOS and reflected paths. However, in the middle and tail, there are differences of a few dB which can have a significant impact on the link-level performance." ] }, { "cell_type": "markdown", "id": "fc523404-46ff-4c2c-8584-80236d8b3757", "metadata": { "tags": [] }, "source": [ "## Summary" ] }, { "cell_type": "markdown", "id": "fe42e49e", "metadata": {}, "source": [ "In conclusion, scattering plays an important role for radio propagation modelling. In particular, the higher the carrier frequency, the rougher most surfaces appear compared to the wavelength. Thus, at THz-frequencies diffuse reflections might become the dominating form of radio wave propgation (apart from LoS).\n", "\n", "We hope you enjoyed our dive into scattering with this Sionna RT tutorial. Please try out some experiments yourself and improve your grasp of ray tracing. There's more to discover, so so don't forget to check out our other [tutorials](https://nvlabs.github.io/sionna/rt/tutorials.html), too." ] }, { "cell_type": "markdown", "id": "a08a838c", "metadata": {}, "source": [ "## References\n", "[1] Vittorio Degli-Esposti et al., [Measurement and modelling of scattering from buildings](https://ieeexplore.ieee.org/abstract/document/4052607), IEEE Trans. Antennas Propag., vol. 55, no. 1, pp.143-153, Jan. 2007.\n", "\n", "[2] Vittorio Degli-Esposti et al., [An advanced field prediction model including diffuse scattering](https://ieeexplore.ieee.org/abstract/document/1310631), IEEE Trans. Antennas Propag., vol. 52, no. 7, pp.1717-1728, Jul. 2004." ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.12.11" } }, "nbformat": 4, "nbformat_minor": 5 }