{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Rotate antenna patterns with pycraf.geometry" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## License\n", "\n", "```\n", "Rotate antenna patterns with pycraf.geometry\n", "Copyright (C) 2016+ Benjamin Winkel (bwinkel@mpifr.de)\n", "\n", "This program is free software; you can redistribute it and/or\n", "modify it under the terms of the GNU General Public License\n", "as published by the Free Software Foundation; either version 2\n", "of the License, or (at your option) any later version.\n", "\n", "This program is distributed in the hope that it will be useful,\n", "but WITHOUT ANY WARRANTY; without even the implied warranty of\n", "MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the\n", "GNU General Public License for more details.\n", "\n", "You should have received a copy of the GNU General Public License\n", "along with this program; if not, write to the Free Software\n", "Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301, USA.\n", "```" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "scrolled": true }, "outputs": [], "source": [ "%matplotlib inline" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "import matplotlib.pyplot as plt\n", "import numpy as np\n", "from scipy import stats\n", "from pycraf import conversions as cnv, antenna, geometry\n", "from pycraf import antenna, geometry\n", "from astropy import units as u" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## IMT2020 (WRC-19 AI 1.13) composite patterns\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "For some of the compatibility studies related to WRC-19 Agenda Item 1.13, phased array antenna patterns are to be used. These patterns are provided in the pycraf.antenna subpackage (see also [pycraf Documentation](https://bwinkel.github.io/pycraf/latest/antenna/index.html#wrc-agenda-item-1-13-imt2020)). Phased-array antennas have multiple antenna elements, which can be used to form a beam into a certain direction, $(\\alpha_i, \\delta_i)$." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "composite_kwargs_bs = {\n", " 'G_Emax': 5 * cnv.dBi,\n", " 'A_m': 30. * cnv.dB, 'SLA_nu': 30. * cnv.dB,\n", " 'phi_3db': 65. * u.deg, 'theta_3db': 65. * u.deg,\n", " 'd_H': 0.5 * cnv.dimless, 'd_V': 0.5 * cnv.dimless,\n", " 'N_H': 8, 'N_V': 8,\n", "}\n", "\n", "composite_kwargs_ue = {\n", " 'G_Emax': 5 * cnv.dBi,\n", " 'A_m': 30. * cnv.dB, 'SLA_nu': 30. * cnv.dB,\n", " 'phi_3db': 90. * u.deg, 'theta_3db': 90. * u.deg,\n", " 'd_H': 0.5 * cnv.dimless, 'd_V': 0.5 * cnv.dimless,\n", " 'N_H': 4, 'N_V': 4,\n", "}" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Gmax: 19.6 dB\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/media/scratch/bwinkel/miniconda3/envs/pycraf3.7/lib/python3.7/site-packages/pycraf-1.0.5.dev388-py3.7-linux-x86_64.egg/pycraf/antenna/imt.py:217: RuntimeWarning: divide by zero encountered in log10\n", " k=k,\n" ] } ], "source": [ "azims = np.arange(-180, 180, 1) * u.deg\n", "elevs = np.arange(-90, 90, 1) * u.deg\n", "\n", "azim_i, elev_i = 30 * u.deg, 20 * u.deg\n", "\n", "gains_composite = antenna.imt2020_composite_pattern(\n", " azims[np.newaxis], elevs[:, np.newaxis],\n", " azim_i, elev_i,\n", " **composite_kwargs_bs,\n", " )\n", "print('Gmax: {:.1f}'.format(gains_composite.max()))" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "<Figure size 720x360 with 2 Axes>" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# avoid NaNs in plot\n", "gains_composite[gains_composite < -100 * cnv.dBi] = -100 * cnv.dBi\n", "\n", "plt.close()\n", "fig = plt.figure(figsize=(10, 5))\n", "ax = fig.add_axes((0.1, 0.1, 0.8, 0.8))\n", "cax = fig.add_axes((0.9, 0.1, 0.025, 0.8))\n", "cim = ax.imshow(\n", " gains_composite.to(cnv.dBi).value,\n", " cmap='viridis', origin='lower', extent=(-180, 180, -90, 90),\n", " vmin=-41, vmax=21\n", " )\n", "cbar = plt.colorbar(cim, cax=cax)\n", "cbar.set_label('Gain [dBi]')\n", "ax.set_aspect(1)\n", "ax.set_xlabel('Azimuth [deg]')\n", "ax.set_ylabel('Elevation [deg]')\n", "ax.set_title('BS: Phased-array antenna gain')\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Tilted/rotated patterns" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As can be seen, the formed beam points to a different direction than the antenna normal vector. However, the further the angular separation the more distorted the pattern becomes. Therefore, 5G basestation antennas will be mounted with a slight downtilt angle of about -10 degrees. This has benefits when most of the user equipment is located at a slightly negative elevation compared to the antenna center." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "One could now simply calculate the beam pattern w.r.t. the tilted antenna frame using the above functions. However, often it is desired to get the pattern in the fixed (non-tilted) frame, because one needs to compute the effective antenna gain for a certain propagation path between Tx and Rx. (Likewise, one could modify/update the path geometry.)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's define a function that calculates the antenna pattern in the fixed frame that a tilted antenna would produce when a beam is formed to a certain direction." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "def tilted_pattern_bs(tilt_angle, bs_height, ue_distance, ue_phi):\n", " '''\n", " Compute pattern of a tilted composite antenna in non-tilted frame.\n", " \n", " If 'ue_distance' and 'ue_phi' are vectors, calculate the average\n", " antenna pattern assuming all beams have the same weight.\n", "\n", " Parameters\n", " ----------\n", " tilt_angle : `~astropy.units.Quantity`\n", " Downtilt of BS antenna [deg]\n", " (Note: positive sign is downtilt, negative is uptilt)\n", " bs_height : `~astropy.units.Quantity`\n", " Height of antenna center above ground [m]\n", " ue_distance : `~astropy.units.Quantity`\n", " Distance of the UE from antenna base point [m]\n", " ue_phi : `~astropy.units.Quantity`\n", " Azimuth of the UE w.r.t. antenna base point [m]\n", "\n", " Returns\n", " -------\n", " Average gains : `~astropy.units.Quantity`\n", " Antenna pattern [dBi]\n", " '''\n", " \n", " az = np.arange(-180, 180., 1)\n", " el = np.arange(-90, 90., 1)\n", " azel_shape = np.broadcast(az[np.newaxis], el[:, np.newaxis]).shape\n", "\n", " # in the following we work with a \"fixed\" and a \"tilted\" BS frame\n", " # the latter is the one where the antenna pattern has to be calculated\n", " # in, while we want the average pattern to be in the fixed frame for\n", " # convenience\n", "\n", " # prepare rotation matrix to do the tilt (about y-axis)\n", " R = geometry.Ry(tilt_angle)\n", " Rinv = R.T # inverse rotation matrix\n", "\n", " # first, we fill the BS cell with UEs (fixed frame)\n", " h = bs_height.to(u.m).value\n", " r = np.atleast_1d(ue_distance.to(u.m).value)\n", " phi = np.atleast_1d(ue_phi.to(u.deg).value)\n", "\n", " # calculate azim_i, elev_i, and distance in fixed frame\n", " azim_is = phi * u.deg\n", " elev_is = -np.degrees(np.arctan2(h, r)) * u.deg\n", " dist_is = np.sqrt(h ** 2 + r ** 2) * u.m\n", "\n", " # get the beam direction in the tilted frame; this is achieved\n", " # by inverse rotation of the fixed-frame beam vector\n", " x_is, y_is, z_is = geometry.sphere_to_cart(dist_is, azim_is, elev_is)\n", " # use numpy.einsum to perform the matrix multiplication over the \n", " # proper indices\n", " x_is_tilt, y_is_tilt, z_is_tilt = np.einsum(\n", " 'ij,j...->i...', Rinv, [x_is, y_is, z_is]\n", " ) * u.m # unit is stripped by einsum, unfortunately\n", " dist_is_tilt, azim_is_tilt, elev_is_tilt = geometry.cart_to_sphere(\n", " x_is_tilt, y_is_tilt, z_is_tilt\n", " )\n", "\n", " # since we want the gains defined in the fixed BS frame (az, el), not\n", " # w.r.t. the tilted antenna plane frame, we apply the inverse rotation\n", " # matrix to the fixed-frame grid points (which gives us the location\n", " # of the grid points in the tilted frame)\n", " r_g, az_g, el_g = np.broadcast_arrays(1, az[np.newaxis], el[:, np.newaxis])\n", " r_g, az_g, el_g = r_g.flatten(), az_g.flatten(), el_g.flatten()\n", " x_g, y_g, z_g = geometry.sphere_to_cart(\n", " r_g * u.m, az_g * u.deg, el_g * u.deg\n", " )\n", " x_g_tilt, y_g_tilt, z_g_tilt = np.einsum(\n", " 'ij,ju->iu', Rinv, [x_g, y_g, z_g]\n", " ) * u.m\n", " r_g_tilt, az_g_tilt, el_g_tilt = geometry.cart_to_sphere(\n", " x_g_tilt, y_g_tilt, z_g_tilt\n", " )\n", "\n", " # btw, make no mistake: the tilt won't make it so that the\n", " # maximum gain appears at the tilt-angle; the rotation\n", " # has impact on the other parts of the az/el plane though (distortion)\n", " gains = antenna.imt2020_composite_pattern(\n", " az_g_tilt[:, np.newaxis],\n", " el_g_tilt[:, np.newaxis],\n", " azim_is_tilt[np.newaxis],\n", " elev_is_tilt[np.newaxis],\n", " **composite_kwargs_bs,\n", " ).to(cnv.dimless).value\n", "\n", " avg_gains = (\n", " np.mean(gains, axis=1).reshape(azel_shape) * cnv.dimless\n", " ).to(cnv.dBi)\n", " \n", " return avg_gains\n" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/media/scratch/bwinkel/miniconda3/envs/pycraf3.7/lib/python3.7/site-packages/astropy/units/function/logarithmic.py:46: RuntimeWarning: divide by zero encountered in log10\n", " return dex.to(self._function_unit, np.log10(x))\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "<Figure size 864x1368 with 6 Axes>" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "bs_height = 7 * u.m\n", "ue_dist = 40 * u.m\n", "\n", "plt.close()\n", "fig = plt.figure(figsize=(12, 19))\n", "axes = tuple(fig.add_axes((0.1, 0.1 + i * 0.25, 0.8, 0.25)) for i in range(3))\n", "caxes = tuple(fig.add_axes((0.9, 0.1 + i * 0.25, 0.025, 0.25)) for i in range(3))\n", "\n", "for ax, cax, tilt, ue_phi in zip(\n", " axes, caxes, [10, 10, 0] * u.deg, [20, 0, 0] * u.deg\n", " ):\n", " \n", " avg_gains = tilted_pattern_bs(\n", " tilt, bs_height, ue_dist, ue_phi\n", " )\n", " avg_gains[avg_gains < -100 * cnv.dBi] = -100 * cnv.dBi\n", " im = ax.imshow(\n", " avg_gains,\n", " cmap='viridis', origin='lower', extent=(-180, 180, -90, 90),\n", " vmin=-31, vmax=21\n", " )\n", " cbar = plt.colorbar(im, cax=cax)\n", " cbar.set_label('Gain [dBi]')\n", " ax.text(\n", " 0.05, 0.05, 'BS Tilt: {:.1f}, UE Phi: {:.1f}'.format(tilt, ue_phi),\n", " va='bottom', ha='left', transform=ax.transAxes, color='w'\n", " )\n", "\n", " ax.set_xlim((-180, 180))\n", " ax.set_ylim((-90, 90))\n", " ax.set_aspect(1)\n", " ax.set_ylabel('Elevation [deg]')\n", "\n", "axes[0].set_xlabel('Azimuth [deg]')\n", "axes[1].set_xticklabels([])\n", "axes[2].set_xticklabels([])\n", "axes[2].set_title(\n", " 'BS: Phased-array antenna gain, BS height: {:.1f}, '\n", " 'UE distance: {:.1f}'.format(bs_height, ue_dist)\n", " )\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The downtilt is clearly beneficial, as the pattern in the middle panel is much more symmetric than the pattern in the upper panel. Of course, if the UE is located further away from the antenna normal direction, the composite pattern gets less optimal (bottom panel)." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "For user equipment (UE) the situation is even more complex. The end users may hold their devices at more or less random rotation angle, such that the antenna frame normal vector can have large angular separations from the sight line to the BS. We follow a similar principle as above, to calculate the pattern, but use a general rotation matrix, instead of a simple rotation about the y-axis. Again, we introduce a fixed UE frame, which has exactly the orientation of the fixed BS frame, but with its origin at the UE (i.e., just translated). The rotated UE frame is obtained by applying the rotation matrix to the fixed UE frame." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The general rotation can be constructed from three Euler angles, e.g., following the 'zxz' scheme (see [geometry subpackage documentation](https://bwinkel.github.io/pycraf/geometry/index.html) for more details)." ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "def rotated_pattern_ue(rot_angles, bs_height, ue_distance, ue_phi):\n", " '''\n", " Compute pattern of a freely rotated composite antenna in non-tilted frame.\n", " \n", " If 'ue_distance' and 'ue_phi' are vectors, calculate the average\n", " antenna pattern assuming all beams have the same weight.\n", "\n", " Parameters\n", " ----------\n", " rot_angles : `~astropy.units.Quantity`\n", " Euler angles (scheme 'zxz') of rotation [deg]\n", " bs_height : `~astropy.units.Quantity`\n", " Height of antenna center above ground [m]\n", " ue_distance : `~astropy.units.Quantity`\n", " Distance of the UE from antenna base point [m]\n", " ue_phi : `~astropy.units.Quantity`\n", " Azimuth of the UE w.r.t. antenna base point [m]\n", "\n", " Returns\n", " -------\n", " Average gains : `~astropy.units.Quantity`\n", " Antenna pattern [dBi]\n", " '''\n", " \n", " az = np.arange(-180, 180., 1)\n", " el = np.arange(-90, 90., 1)\n", " azel_shape = np.broadcast(az[np.newaxis], el[:, np.newaxis]).shape\n", "\n", " # in the following we work with a \"fixed\" and a \"rotated\" UE frame\n", " # the former frame has the same orientation as the BS frame and\n", " # is of course equal for all UE; the rotated frame is obtained\n", " # by rotating the UEs with a random angle\n", "\n", " # create rotation matrices that represent random UE orientation\n", " # note: 3-axis rotations are used, because this is the most general case\n", " a3, a2, a1 = rot_angles\n", " R = geometry.multiply_matrices(\n", " geometry.Rz(np.atleast_1d(a3)),\n", " geometry.Rx(np.atleast_1d(a2)),\n", " geometry.Rz(np.atleast_1d(a1)),\n", " )\n", " Rinv = np.array([r.T for r in R])\n", "\n", " # first, we want to know the az/el offset of the rotated UE frames\n", " # (we need this to compare with the az/el of the path to the BS)\n", " # we just rotate the x-axis for this\n", " # since we want to know the az/el position of the fixed UE frame\n", " # x-axis vector (having az/el=0/0 in the the fixed frame) in the\n", " # rotated frame, we have to apply the inverse rotation matrix\n", " ue_xs, ue_ys, ue_zs = np.einsum('uij,j->iu', Rinv, [1., 0., 0.]) * u.m\n", " ue_rs, ue_azs, ue_els = geometry.cart_to_sphere(ue_xs, ue_ys, ue_zs)\n", "\n", " # next, we randomly position UEs into a BS sector and calculate the\n", " # respective looking angles (in the fixed UE frame)\n", "\n", " r = np.array([ue_distance.to(u.m).value])\n", " phi = np.array([ue_phi.to(u.deg).value])\n", " h = bs_height.to(u.m).value\n", "\n", " azim_is = -phi * u.deg\n", " elev_is = np.degrees(np.arctan2(h, r)) * u.deg\n", " dist_is = np.sqrt(h ** 2 + r ** 2) * u.m\n", "\n", " # we now rotate the looking angles with the inverse R matrices;\n", " # this is effectively the same as calculating the az/el position\n", " # of the BS vector in the rotated frame\n", " x_is, y_is, z_is = geometry.sphere_to_cart(dist_is, azim_is, elev_is)\n", " x_is_rot, y_is_rot, z_is_rot = np.einsum(\n", " 'uij,ju->iu', Rinv, [x_is, y_is, z_is]\n", " ) * u.m\n", " dist_is_rot, azim_is_rot, elev_is_rot = geometry.cart_to_sphere(\n", " x_is_rot, y_is_rot, z_is_rot\n", " )\n", "\n", " # finally, we calculate the antenna pattern in the rotated UE frames\n", " # and rotate this back to the fixed Az/El frame\n", " # to avoid gridding, we use a trick: we take the az/el grid points\n", " # in the fixed frame and calculate their az/el position in the\n", " # rotated frame by applying the inverse rotation matrix as before\n", "\n", " r_g, az_g, el_g = np.broadcast_arrays(1, az[np.newaxis], el[:, np.newaxis])\n", " r_g, az_g, el_g = r_g.flatten(), az_g.flatten(), el_g.flatten()\n", " x_g, y_g, z_g = geometry.sphere_to_cart(\n", " r_g * u.m, az_g * u.deg, el_g * u.deg\n", " )\n", " x_g_rot, y_g_rot, z_g_rot = np.einsum(\n", " 'uij,jv->ivu', Rinv, [x_g, y_g, z_g]\n", " ) * u.m\n", " r_g_rot, az_g_rot, el_g_rot = geometry.cart_to_sphere(\n", " x_g_rot, y_g_rot, z_g_rot\n", " )\n", "\n", " all_gains = antenna.imt2020_composite_pattern(\n", " az_g_rot,\n", " el_g_rot,\n", " azim_is_rot[np.newaxis],\n", " elev_is_rot[np.newaxis],\n", " **composite_kwargs_ue\n", " ).to(cnv.dimless).value\n", "\n", " avg_gains = (\n", " np.mean(all_gains, axis=1).reshape(azel_shape) * cnv.dimless\n", " ).to(cnv.dBi) \n", "\n", " return avg_gains" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "<Figure size 864x1368 with 6 Axes>" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "ue_dist = 40 * u.m\n", "bs_height = 7 * u.m\n", "ue_phi = 0 * u.deg\n", "\n", "all_alphas = [\n", " [10, -20, -50],\n", " [0, -45, 0],\n", " [0, 0, 0],\n", " ] * u.deg\n", "\n", "plt.close()\n", "fig = plt.figure(figsize=(12, 19))\n", "axes = tuple(fig.add_axes((0.1, 0.1 + i * 0.25, 0.8, 0.25)) for i in range(3))\n", "caxes = tuple(fig.add_axes((0.9, 0.1 + i * 0.25, 0.025, 0.25)) for i in range(3))\n", "\n", "for ax, cax, alphas in zip(axes, caxes, all_alphas):\n", " \n", " avg_gains = rotated_pattern_ue(alphas, bs_height, ue_dist, ue_phi)\n", " avg_gains[avg_gains < -100 * cnv.dBi] = -100 * cnv.dBi\n", " im = ax.imshow(\n", " avg_gains,\n", " cmap='viridis', origin='lower', extent=(-180, 180, -90, 90),\n", " vmin=-31, vmax=21\n", " )\n", " cbar = plt.colorbar(im, cax=cax)\n", " cbar.set_label('Gain [dBi]')\n", " ax.text(\n", " 0.05, 0.05,\n", " 'Rotation: R = Rz({:.0f}) Rx({:.0f}) Rz({:.0f})'.format(*alphas[::-1]),\n", " va='bottom', ha='left', transform=ax.transAxes, color='w'\n", " )\n", "\n", " ax.set_xlim((-180, 180))\n", " ax.set_ylim((-90, 90))\n", " ax.set_aspect(1)\n", " ax.set_ylabel('Elevation [deg]')\n", "\n", "axes[0].set_xlabel('Azimuth [deg]')\n", "axes[1].set_xticklabels([])\n", "axes[2].set_xticklabels([])\n", "axes[2].set_title(\n", " 'UE: Phased-array antenna gain, BS height: {:.1f}, '\n", " 'UE distance: {:.1f}'.format(bs_height, ue_dist)\n", " )\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Ensemble patterns" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "With the above we can now calculate effective (or ensemble) patterns for a case, where the position of the UE in the (120-deg) BS sector is not further specified. The idea is, that on UEs will be present following a certain azimuthal and distance distribution (w.r.t. the BS foot point) and by averaging we can calculate the expectation value of the antenna pattern." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can utilize the functions from the previous section, but need to incorporate some restrictions and the distribution functions:\n", "\n", "- UE distances shall follow a Rayleigh distribution, while the azimuths are Normal-distributed.\n", "- A hard cut is applied to the azimuths to keep them in the 120-deg sector.\n", "- For the UE, random orientations are allowed, but the resulting antenna plane normal vector should be separated by at most 60-deg from the line-of-sight to the BS." ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [], "source": [ "ue_dists_distribution = stats.rayleigh(loc=0, scale=32)\n", "ue_phis_distribution = stats.gennorm(beta=2, scale=np.sqrt(2) * 30) # ~N(0, 30)" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "<Figure size 432x288 with 1 Axes>" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "x = np.linspace(0, 150, 301)\n", "y = ue_dists_distribution.pdf(x)\n", "\n", "plt.plot(x, y, 'k-')\n", "plt.xlabel('UE distance [m]')\n", "plt.ylabel('Probability')\n", "plt.grid()\n" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [], "source": [ "def ensemble_pattern_bs(tilt_angle, bs_height, nsamples=10000):\n", " '''\n", " Compute ensemble pattern of a tilted composite antenna in non-tilted frame.\n", " \n", " Parameters\n", " ----------\n", " tilt_angle : `~astropy.units.Quantity`\n", " Downtilt of BS antenna [deg]\n", " bs_height : `~astropy.units.Quantity`\n", " Height of antenna center above ground [m]\n", " nsamples : int\n", " Number of random samples to use\n", "\n", " Returns\n", " -------\n", " Average gains : `~astropy.units.Quantity`\n", " Antenna pattern [dBi]\n", " '''\n", " \n", " az = np.arange(-180, 180., 1)\n", " el = np.arange(-90, 90., 1)\n", " azel_shape = np.broadcast(az[np.newaxis], el[:, np.newaxis]).shape\n", "\n", " # in the following we work with a \"fixed\" and a \"tilted\" BS frame\n", " # the latter is the one where the antenna pattern has to be calculated\n", " # in, while we want the average pattern to be in the fixed frame for\n", " # convenience\n", "\n", " R = geometry.Ry(tilt_angle)\n", " Rinv = R.T # inverse rotation matrix\n", "\n", " # first, we fill the BS cell with UEs (fixed frame)\n", " h = bs_height.to(u.m).value\n", " r = ue_dists_distribution.rvs(size=nsamples)\n", " phi = ue_phis_distribution.rvs(size=nsamples)\n", "\n", " # apply restriction to 120-deg sector\n", " mask = (phi > -60) & (phi < 60)\n", " r, phi = r[mask], phi[mask]\n", "\n", " # calculate azim_i, elev_i, and distance in fixed frame\n", " azim_is = phi * u.deg\n", " elev_is = -np.degrees(np.arctan2(h, r)) * u.deg\n", " dist_is = np.hypot(h, r) * u.m\n", "\n", " # get the beam direction in the tilted frame; this is achieved\n", " # by inverse rotation of the fixed-frame beam vector\n", " x_is, y_is, z_is = geometry.sphere_to_cart(dist_is, azim_is, elev_is)\n", " # use numpy.einsum to perform the matrix multiplication over the \n", " # proper indices\n", " x_is_tilt, y_is_tilt, z_is_tilt = np.einsum(\n", " 'ij,j...->i...', Rinv, [x_is, y_is, z_is]\n", " ) * u.m # unit is stripped, unfortunately\n", " dist_is_tilt, azim_is_tilt, elev_is_tilt = geometry.cart_to_sphere(\n", " x_is_tilt, y_is_tilt, z_is_tilt\n", " )\n", "\n", " # since we want the gains defined in the fixed BS frame (az, el), not\n", " # w.r.t. the tilted antenna plane frame, we apply the inverse rotation\n", " # matrix to the fixed-frame grid points (which gives us the location\n", " # of the grid points in the tilted frame)\n", " r_g, az_g, el_g = np.broadcast_arrays(1, az[np.newaxis], el[:, np.newaxis])\n", " r_g, az_g, el_g = r_g.flatten(), az_g.flatten(), el_g.flatten()\n", " x_g, y_g, z_g = geometry.sphere_to_cart(\n", " r_g * u.m, az_g * u.deg, el_g * u.deg\n", " )\n", " x_g_tilt, y_g_tilt, z_g_tilt = np.einsum(\n", " 'ij,ju->iu', Rinv, [x_g, y_g, z_g]\n", " ) * u.m\n", " r_g_tilt, az_g_tilt, el_g_tilt = geometry.cart_to_sphere(\n", " x_g_tilt, y_g_tilt, z_g_tilt\n", " )\n", "\n", " # btw, make no mistake: the tilt won't make it so that the\n", " # maximum gain appears at the tilt-angle; the rotation\n", " # has impact on the other parts of the az/el plane though (distortion)\n", " gains = antenna.imt2020_composite_pattern(\n", " az_g_tilt[:, np.newaxis],\n", " el_g_tilt[:, np.newaxis],\n", " azim_is_tilt[np.newaxis],\n", " elev_is_tilt[np.newaxis],\n", " **composite_kwargs_bs,\n", " ).to(cnv.dimless).value\n", "\n", " avg_gains = (\n", " np.mean(gains, axis=1).reshape(azel_shape) * cnv.dimless\n", " ).to(cnv.dBi)\n", " \n", " return avg_gains, azim_is, elev_is, dist_is\n" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/media/scratch/bwinkel/miniconda3/envs/pycraf3.7/lib/python3.7/site-packages/pycraf-1.0.5.dev388-py3.7-linux-x86_64.egg/pycraf/antenna/imt.py:217: RuntimeWarning: divide by zero encountered in log10\n", " k=k,\n" ] } ], "source": [ "bs_height = 7 * u.m\n", "tilt_angle = 10 * u.deg\n", "\n", "# the following is slow!\n", "avg_gains, azim_is, elev_is, dist_is = ensemble_pattern_bs(\n", " tilt_angle, bs_height, nsamples=5000\n", " )" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "<Figure size 864x432 with 2 Axes>" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.close()\n", "fig = plt.figure(figsize=(12, 6))\n", "ax = fig.add_axes((0.1, 0.1, 0.8, 0.8))\n", "cax = fig.add_axes((0.9, 0.1, 0.025, 0.8))\n", "cim = ax.scatter(\n", " azim_is, elev_is, c=dist_is, s=5, cmap='viridis',\n", " vmin=0, vmax=150,\n", " )\n", "cbar = plt.colorbar(cim, cax=cax)\n", "cbar.set_label('Distance [m]')\n", "ax.set_xlim((-62, 62))\n", "ax.set_ylim((-90, 10))\n", "ax.set_xlabel('Azim_i [deg]')\n", "ax.set_ylabel('Elev_i [deg]')\n", "ax.set_title(\n", " 'BS: relative location of UE in footprint (w.r.t. fixed antenna frame)'\n", " )\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "<Figure size 864x432 with 2 Axes>" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.close()\n", "fig = plt.figure(figsize=(12, 6))\n", "ax = fig.add_axes((0.1, 0.1, 0.8, 0.8))\n", "cax = fig.add_axes((0.9, 0.1, 0.025, 0.8))\n", "cim = ax.imshow(\n", " avg_gains,\n", " cmap='viridis', origin='lower', extent=(-180, 180, -90, 90),\n", " vmin=-31, vmax=16\n", " )\n", "cbar = plt.colorbar(cim, cax=cax)\n", "cbar.set_label('Gain [dBi]')\n", "ax.set_xlim((-180, 180))\n", "ax.set_ylim((-90, 90))\n", "ax.set_aspect(1)\n", "ax.set_xlabel('Azimuth [deg]')\n", "ax.set_ylabel('Elevation [deg]')\n", "ax.set_title(\n", " 'BS: Averaged phased-array antenna gain (w.r.t. fixed antenna frame)'\n", " )\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [], "source": [ "def ensemble_pattern_ue(bs_height, nsamples=10000):\n", " '''\n", " Compute ensemble UE pattern in non-tilted frame.\n", " \n", " Parameters\n", " ----------\n", " bs_height : `~astropy.units.Quantity`\n", " Height of antenna center above ground [m]\n", " nsamples : int\n", " Number of random samples to use\n", "\n", " Returns\n", " -------\n", " Average gains : `~astropy.units.Quantity`\n", " Antenna pattern [dBi]\n", " '''\n", " \n", " az = np.arange(-180, 180., 1)\n", " el = np.arange(-90, 90., 1)\n", " azel_shape = np.broadcast(az[np.newaxis], el[:, np.newaxis]).shape\n", "\n", " # create rotation matrices that represent random UE orientation\n", " # note: 3-axis rotations are used, because this is the most general case\n", " a3, a2, a1 = np.random.uniform(-np.pi, +np.pi, size=(3, nsamples))\n", " R = geometry.multiply_matrices(\n", " geometry.Rz(a3 * u.deg),\n", " geometry.Rx(a2 * u.deg),\n", " geometry.Rz(a1 * u.deg),\n", " )\n", " Rinv = np.array([r.T for r in R])\n", "\n", " # first, we want to know the az/el offset of the rotated UE frames\n", " # (we need this to compare with the az/el of the path to the BS)\n", " # we just rotate the x-axis for this\n", " # since we want to know the az/el position of the fixed UE frame\n", " # x-axis vector (having az/el=0/0 in the the fixed frame) in the\n", " # rotated frame, we have to apply the inverse rotation matrix\n", " ue_xs, ue_ys, ue_zs = np.einsum('uij,j->iu', Rinv, [1., 0., 0.]) * u.m\n", " ue_rs, ue_azs, ue_els = geometry.cart_to_sphere(ue_xs, ue_ys, ue_zs)\n", "\n", " # next, we randomly position UEs into a BS sector and calculate the\n", " # respective looking angles (in the fixed UE frame)\n", " h = bs_height.to(u.m).value\n", " r = ue_dists_distribution.rvs(size=nsamples)\n", " phi = ue_phis_distribution.rvs(size=nsamples)\n", "\n", " # apply restriction to 120-deg sector\n", " mask = (phi > -60) & (phi < 60)\n", " r, phi = r[mask], phi[mask]\n", " ue_rs, ue_azs, ue_els = ue_rs[mask], ue_azs[mask], ue_els[mask]\n", " R = R[mask]\n", " Rinv = Rinv[mask]\n", "\n", " azim_is = -phi * u.deg\n", " elev_is = np.degrees(np.arctan2(h, r)) * u.deg\n", " dist_is = np.sqrt(h ** 2 + r ** 2) * u.m\n", "\n", " off_angle = geometry.true_angular_distance(\n", " ue_azs, ue_els, azim_is, elev_is\n", " ).to(u.deg).value\n", " mask = off_angle < 60\n", "\n", " azim_is, elev_is, dist_is = azim_is[mask], elev_is[mask], dist_is[mask]\n", " ue_rs, ue_azs, ue_els = ue_rs[mask], ue_azs[mask], ue_els[mask]\n", " R = R[mask]\n", " Rinv = Rinv[mask]\n", "\n", " # we now rotate the looking angles with the inverse R matrices;\n", " # this is effectively the same as calculating the az/el position\n", " # of the BS vector in the rotated frame\n", " x_is, y_is, z_is = geometry.sphere_to_cart(dist_is, azim_is, elev_is)\n", " x_is_rot, y_is_rot, z_is_rot = np.einsum(\n", " 'uij,ju->iu', Rinv, [x_is, y_is, z_is]\n", " ) * u.m\n", " dist_is_rot, azim_is_rot, elev_is_rot = geometry.cart_to_sphere(\n", " x_is_rot, y_is_rot, z_is_rot\n", " )\n", "\n", " # finally, we calculate the antenna pattern in the rotated UE frames\n", " # and rotate this back to the fixed Az/El frame\n", " # to avoid gridding, we use a trick: we take the az/el grid points\n", " # in the fixed frame and calculate their az/el position in the\n", " # rotated frame by applying the inverse rotation matrix as before\n", "\n", " r_g, az_g, el_g = np.broadcast_arrays(1, az[np.newaxis], el[:, np.newaxis])\n", " r_g, az_g, el_g = r_g.flatten(), az_g.flatten(), el_g.flatten()\n", " x_g, y_g, z_g = geometry.sphere_to_cart(\n", " r_g * u.m, az_g * u.deg, el_g * u.deg\n", " )\n", " x_g_rot, y_g_rot, z_g_rot = np.einsum(\n", " 'uij,jv->ivu', Rinv, [x_g, y_g, z_g]\n", " ) * u.m\n", " r_g_rot, az_g_rot, el_g_rot = geometry.cart_to_sphere(\n", " x_g_rot, y_g_rot, z_g_rot\n", " )\n", "\n", " all_gains = antenna.imt2020_composite_pattern(\n", " az_g_rot,\n", " el_g_rot,\n", " azim_is_rot[np.newaxis],\n", " elev_is_rot[np.newaxis],\n", " **composite_kwargs_ue\n", " ).to(cnv.dimless).value\n", "\n", " avg_gains = (\n", " np.mean(all_gains, axis=1).reshape(azel_shape) * cnv.dimless\n", " ).to(cnv.dBi) \n", "\n", " return avg_gains" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [], "source": [ "bs_height = 7 * u.m\n", "\n", "# the following is slow!\n", "avg_gains = ensemble_pattern_ue(bs_height, nsamples=5000)" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "<Figure size 864x432 with 2 Axes>" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.close()\n", "fig = plt.figure(figsize=(12, 6))\n", "ax = fig.add_axes((0.1, 0.1, 0.8, 0.8))\n", "cax = fig.add_axes((0.9, 0.1, 0.025, 0.8))\n", "cim = ax.imshow(\n", " avg_gains,\n", " cmap='viridis', origin='lower', extent=(-180, 180, -90, 90),\n", " vmin=-21, vmax=13\n", " )\n", "cbar = plt.colorbar(cim, cax=cax)\n", "cbar.set_label('Gain [dBi]')\n", "ax.set_xlim((-180, 180))\n", "ax.set_ylim((-90, 90))\n", "ax.set_aspect(1)\n", "ax.set_xlabel('Azimuth [deg]')\n", "ax.set_ylabel('Elevation [deg]')\n", "ax.set_title(\n", " 'UE: Averaged phased-array antenna gain (w.r.t. fixed antenna frame)'\n", " )\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Note, that this looks quite different from the [single-element pattern](https://bwinkel.github.io/pycraf/latest/antenna/index.html#wrc-agenda-item-1-13-imt2020)." ] }, { "cell_type": "code", "execution_count": null, "metadata": { "collapsed": true, "jupyter": { "outputs_hidden": true } }, "outputs": [], "source": [] } ], "metadata": { "anaconda-cloud": {}, "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": "3.7.7" } }, "nbformat": 4, "nbformat_minor": 4 }