{ "cells": [ { "cell_type": "markdown", "id": "e30d675e-92a6-4b24-836b-afe24c9fbf87", "metadata": {}, "source": [ "# Beam Sweeping with Antenna Panels and Arrays" ] }, { "cell_type": "code", "execution_count": 1, "id": "c8c96d55-aeb5-4579-9b21-64d4b0d00996", "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import matplotlib.animation as animation\n", "from IPython.display import HTML, Markdown, display\n", "\n", "from neoradium import AntennaElement, AntennaPanel, AntennaArray" ] }, { "cell_type": "markdown", "id": "852cd034-e0fe-422c-b9ab-7ecf7f0a1c23", "metadata": {}, "source": [ "## A Linear Antenna Panel with Dual Polarization" ] }, { "cell_type": "code", "execution_count": 2, "id": "be1c2337-4702-4ac1-a8d2-1bc3b09eb6b4", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Number of ports: 8\n", "8 Beams:\n", " Beam Theta Phi Pol\n", " ---- ----- ----- ---\n", " 0 90.0 -60.0 x\n", " 1 90.0 -38.2 x\n", " 2 90.0 -21.8 x\n", " 3 90.0 -7.1 x\n", " 4 90.0 7.1 x\n", " 5 90.0 21.8 x\n", " 6 90.0 38.2 x\n", " 7 90.0 60.0 x\n" ] } ], "source": [ "# Create a linear antenna panel with 8 elements (4 antenna positions with dual polarization)\n", "txAntenna=AntennaPanel([1,4], polarization='x')\n", "# Get beam sweeping information:\n", "precoders, beams = txAntenna.getSweepingBeams(numTheta=1, numPhi=8, polStrategy=\"equal\")\n", "# 'precoders' is a 'numPorts × numBeams' complex matrix.\n", "numPorts, numBeams = precoders.shape\n", "print(f\"Number of ports: {numPorts}\")\n", "print(f\"{len(beams[0])} Beams:\")\n", "print(\" Beam Theta Phi Pol\")\n", "print(\" ---- ----- ----- ---\")\n", "for i in range(numBeams):\n", " print(f\" {i} {np.round(beams[0][i],1):5.1f} {np.round(beams[1][i],1):5.1f} {beams[2][i]}\")\n", " " ] }, { "cell_type": "code", "execution_count": 3, "id": "cc2c8b86-e41f-4552-b286-7f17a54caeee", "metadata": {}, "outputs": [ { "data": { "text/markdown": [ "![demo](BeamSweep.gif)" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Draw beams (animation):\n", "# Note: The ±60° beams are attenuated due to the element pattern (based on 38.901).\n", "# To verify, try larger beamwidths or use an omnidirectional element.\n", "# Also observe the power of different beams: they become weaker toward the extreme angles (-60° and +60°).\n", "#\n", "# A panel for a sector works best between -45° and +45°. UEs at the sector edges experience\n", "# attenuated beams, which is consistent with practical deployments.\n", "#\n", "# Options to better cover the full 360°:\n", "# - Use multiple panels per sector\n", "# - Use 4 panels with 90° offsets (common in small cells, dense urban deployments, and FR2)\n", "\n", "title = \"Horizontal Cut of Radiation Power at zero elevation\\nBeam %d, Beam Azimuth:%.2f°\"\n", "# Initial call to get a figure and axis for the animation:\n", "ax = txAntenna.drawRadiation(theta=90, radiationType=\"Field\", normalize=False, weights=precoders[:,0],\n", " title = title%(0,beams[1][0]))\n", "# Callback function to update the radiation pattern:\n", "def updateCb(frame):\n", " ax.clear()\n", " i = frame % numBeams\n", " txAntenna.drawRadiation(theta=90, radiationType=\"Field\", normalize=False, weights=precoders[:,i], \n", " title = title%(i,beams[1][i]), ax=ax)\n", " return ()\n", "\n", "# Create animation of beams:\n", "fig = ax.get_figure()\n", "anim = animation.FuncAnimation(fig, updateCb, frames = numBeams, interval=1000, blit=False, repeat=False)\n", "plt.close(fig) # Prevent duplicate static plot\n", "\n", "# Save the animation to a GIF file and show it below\n", "anim.save(\"BeamSweep.gif\", writer=animation.PillowWriter(fps=1))\n", "display(Markdown(\"![demo](BeamSweep.gif)\"))\n", "\n", "# Another option is to use the following command, which gives you more control over\n", "# running and pausing the animation.\n", "# HTML(anim.to_jshtml())" ] }, { "cell_type": "markdown", "id": "fd75fb1d-2ae7-4224-aa46-14f40471f2e9", "metadata": {}, "source": [ "## A 4×4 Antenna Panel with Dual Polarization" ] }, { "cell_type": "code", "execution_count": 4, "id": "7c5f533e-2005-4bd1-b260-0b8843e14d7a", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Number of ports: 32\n", "16 Beams:\n", " Beam Theta Phi Pol\n", " ---- ----- ----- ---\n", " 0 70.0 -60.0 x\n", " 1 70.0 -16.8 x\n", " 2 70.0 16.8 x\n", " 3 70.0 60.0 x\n", " 4 83.5 -60.0 x\n", " 5 83.5 -16.8 x\n", " 6 83.5 16.8 x\n", " 7 83.5 60.0 x\n", " 8 96.5 -60.0 x\n", " 9 96.5 -16.8 x\n", " 10 96.5 16.8 x\n", " 11 96.5 60.0 x\n", " 12 110.0 -60.0 x\n", " 13 110.0 -16.8 x\n", " 14 110.0 16.8 x\n", " 15 110.0 60.0 x\n" ] } ], "source": [ "# Create an antenna panel with 32 elements (16 antenna positions with dual polarization)\n", "txAntenna=AntennaPanel([4,4], polarization='x')\n", "# Get beam sweeping information:\n", "precoders, beams = txAntenna.getSweepingBeams(numTheta=4, numPhi=4, thetaSpan=40, polStrategy=\"equal\")\n", "# 'precoders' is a 'numPorts × numBeams' complex matrix.\n", "numPorts, numBeams = precoders.shape\n", "print(f\"Number of ports: {numPorts}\")\n", "print(f\"{len(beams[0])} Beams:\")\n", "print(\" Beam Theta Phi Pol\")\n", "print(\" ---- ----- ----- ---\")\n", "for i in range(numBeams):\n", " print(f\" {i:2d} {np.round(beams[0][i],1):5.1f} {np.round(beams[1][i],1):5.1f} {beams[2][i]}\")\n", " " ] }, { "cell_type": "code", "execution_count": 5, "id": "69f0ebe8-d0de-4bab-a040-f9dff3375b97", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Preparing the animation:\n", " Done. \n" ] }, { "data": { "text/markdown": [ "![demo3d](BeamSweep3D.gif)" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Initial call to obtain the figure and axis for the animation:\n", "title = \"Radiation Power for Beam %d\\n$\\\\theta$=%.2f°, $\\\\phi$=%.2f°\"\n", "ax = txAntenna.drawRadiation(radiationType=\"Field\", normalize=True, viewAngles=(10,3),\n", " weights=precoders[:,0], \n", " title = title%(0,beams[0][0],beams[1][0]))\n", "\n", "# Callback function to update the radiation pattern:\n", "def updateCb(frame):\n", " ax.clear()\n", " i = frame % numBeams\n", " print(f\"\\r Now drawing beam {i} ...\", end=\"\")\n", " txAntenna.drawRadiation(radiationType=\"Field\", normalize=True, viewAngles=(10,3),\n", " weights=precoders[:,i], \n", " title = title%(i,beams[0][i],beams[1][i]), ax=ax)\n", " ax.set_xlim(-1.5,1.5)\n", " ax.set_ylim(-1.5,1.5)\n", " ax.set_zlim(-1.5,1.5)\n", " if i==numBeams-1: print(\"\\r Done.\" + 50*\" \")\n", " return ()\n", "\n", "# Create animation of beams:\n", "print(\"Preparing the animation:\")\n", "fig = ax.get_figure()\n", "anim = animation.FuncAnimation(fig, updateCb, frames = numBeams, interval=1000, blit=False, repeat=True)\n", "plt.close(fig) # Prevent duplicate static plot\n", "\n", "# Save the animation to a GIF file and show it below\n", "anim.save(\"BeamSweep3D.gif\", writer=animation.PillowWriter(fps=1))\n", "display(Markdown(\"![demo3d](BeamSweep3D.gif)\"))\n", "\n", "# Another option is to use the following command, which gives you more control over\n", "# running and pausing the animation.\n", "# HTML(anim.to_jshtml())" ] }, { "cell_type": "markdown", "id": "fd7a5025-ad4e-496e-a327-e706841c6153", "metadata": {}, "source": [ "## A Linear Antenna Array" ] }, { "cell_type": "code", "execution_count": 6, "id": "777bf9e3-0a50-47e9-ba44-402c5661014d", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Number of ports: 8\n", "precoders shape: (8, 8)\n", "8 Beams:\n", " Beam Theta Phi Pol\n", " ---- ----- ----- ---\n", " 0 90.0 -60.0 x\n", " 1 90.0 -38.2 x\n", " 2 90.0 -21.8 x\n", " 3 90.0 -7.1 x\n", " 4 90.0 7.1 x\n", " 5 90.0 21.8 x\n", " 6 90.0 38.2 x\n", " 7 90.0 60.0 x\n" ] } ], "source": [ "# Now we create a 1×4 antenna array with four 2×2 panels. In this case, we have 8 antenna ports,\n", "# and each port corresponds to one panel/polarization (e.g., 4 panels, 2 polarizations).\n", "panelTemplate = AntennaPanel([2,2], polarization=\"x\")\n", "txArray = AntennaArray([1,4], panels=panelTemplate)\n", "\n", "# Creating beam sweeping precoders for this array:\n", "precoders, beams = txArray.getSweepingBeams(numTheta=1, numPhi=8, polStrategy=\"equal\")\n", "\n", "# 'precoders' is a 'numPorts × numBeams' complex matrix.\n", "numPorts, numBeams = precoders.shape\n", "\n", "print(f\"Number of ports: {numPorts}\")\n", "print(f\"precoders shape: {precoders.shape}\")\n", "print(f\"{len(beams[0])} Beams:\")\n", "print(\" Beam Theta Phi Pol\")\n", "print(\" ---- ----- ----- ---\")\n", "for i in range(numBeams):\n", " print(f\" {i} {np.round(beams[0][i],1):5.1f} {np.round(beams[1][i],1):5.1f} {beams[2][i]}\")\n" ] }, { "cell_type": "code", "execution_count": 7, "id": "9b2365a4-1627-438c-b7d0-586a0ad47113", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Important note:\n", "# This antenna array, with default internal precoders (B), behaves like a panel of 4 elements\n", "# with 1λ spacing instead of 0.5λ. Since the spacing is larger than 0.5λ, grating lobes appear\n", "# for some steering angles. This means we cannot reliably create beams at angles greater than 30°.\n", "\n", "# Draw the antenna array:\n", "txArray.showElements()\n", "\n", "# Here is how two different beams look when using port-based precoding:\n", "fig, ax = plt.subplots(1,2, layout='constrained', subplot_kw={'projection': 'polar'})\n", "txArray.drawRadiation(theta=90, radiationType=\"Field\", normalize=False, title = \"$\\\\phi=10$\",\n", " weights=txArray.b @ txArray.getPortSteeringVector(90,10).flatten(), ax=ax[0])\n", "txArray.drawRadiation(theta=90, radiationType=\"Field\", normalize=False, title = \"$\\\\phi=40$\",\n", " weights=txArray.b @ txArray.getPortSteeringVector(90,40).flatten(), ax=ax[1])\n" ] }, { "cell_type": "code", "execution_count": 8, "id": "290cead8-3b1e-4bdb-a420-05eb3e7b9ece", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# To verify this, we can create a panel with 1λ spacing:\n", "txPanel=AntennaPanel([1,4], polarization='x', spacing=(1,1))\n", "txPanel.showElements(title=\"Equivalent Panel\")\n", "\n", "# Show the same two beams with this panel. As you can see the beams look very similar.\n", "fig, ax = plt.subplots(1,2, layout='constrained', subplot_kw={'projection': 'polar'})\n", "txPanel.drawRadiation(theta=90, radiationType=\"Field\", normalize=False, title = \"$\\\\phi=10$\",\n", " weights=txPanel.getPortSteeringVector(90,10).flatten(), ax=ax[0])\n", "txPanel.drawRadiation(theta=90, radiationType=\"Field\", normalize=False, title = \"$\\\\phi=40$\",\n", " weights=txPanel.getPortSteeringVector(90,40).flatten(), ax=ax[1])" ] }, { "cell_type": "code", "execution_count": 9, "id": "a81a9468-d3c2-4bf0-9cb5-7c47fd34708c", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# One way to address this problem is to reduce the antenna spacing within each panel. \n", "# For example, we use antenna panels with an internal spacing of 0.25λ. In this \n", "# configuration, the panel centers are separated by 0.5λ, enabling the array to \n", "# perform beamforming over larger angles.\n", "panelTemplate = AntennaPanel([2,2], spacing=[0.25,0.25], polarization=\"x\")\n", "txArray = AntennaArray([1,4], panels=panelTemplate)\n", "\n", "# Draw the antenna array:\n", "txArray.showElements()\n", "\n", "# Here is how two different beams look when using port-based precoding:\n", "fig, ax = plt.subplots(1,2, layout='constrained', subplot_kw={'projection': 'polar'})\n", "txArray.drawRadiation(theta=90, radiationType=\"Field\", normalize=False, title = \"$\\\\phi=10$\",\n", " weights=txArray.b @ txArray.getPortSteeringVector(90,10).flatten(), ax=ax[0])\n", "txArray.drawRadiation(theta=90, radiationType=\"Field\", normalize=False, title = \"$\\\\phi=40$\",\n", " weights=txArray.b @ txArray.getPortSteeringVector(90,40).flatten(), ax=ax[1])\n", " " ] }, { "cell_type": "code", "execution_count": 10, "id": "9007ab90-e6a0-4cc8-be63-3b5a813c002f", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Another option is to use element-based precoding, which enables beam steering over larger \n", "# angles with narrower beams. This is because the element spacing remains 0.5λ, while the \n", "# weights of individual elements can be controlled independently.\n", "\n", "panelTemplate = AntennaPanel([2,2], polarization=\"x\")\n", "txArray = AntennaArray([1,4], panels=panelTemplate)\n", "\n", "# Here is how the same beams look:\n", "fig, ax = plt.subplots(1,2, layout='constrained', subplot_kw={'projection': 'polar'})\n", "txArray.drawRadiation(theta=90, radiationType=\"Field\", normalize=False, title = \"$\\\\phi=10$\",\n", " weights=txArray.getSteeringVector(90,10).conj().flatten(), ax=ax[0])\n", "txArray.drawRadiation(theta=90, radiationType=\"Field\", normalize=False, title = \"$\\\\phi=40$\",\n", " weights=txArray.getSteeringVector(90,40).conj().flatten(), ax=ax[1])" ] }, { "cell_type": "code", "execution_count": null, "id": "a2d25475-f549-4610-af77-a925f20e4dce", "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "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": "3.12.10" } }, "nbformat": 4, "nbformat_minor": 5 }